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    <title>05 | 可扩展架构案例（二）：App服务端架构是如何升级的？</title>
    
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) format('woff'), url(https://static001.geekbang.org/static/fonts/KaTeX_Size1-Regular.7342d45.ttf) format('truetype');
  font-weight: normal;
  font-style: normal;
}
@font-face {
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) 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  font-style: normal;
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.katex .delimcenter {
  position: relative;
}
.katex .op-symbol {
  position: relative;
}
.katex .op-symbol.small-op {
  font-family: KaTeX_Size1;
}
.katex .op-symbol.large-op {
  font-family: KaTeX_Size2;
}
.katex .op-limits > .vlist-t {
  text-align: center;
}
.katex .accent > .vlist-t {
  text-align: center;
}
.katex .accent .accent-body {
  position: relative;
}
.katex .accent .accent-body:not(.accent-full) {
  width: 0;
}
.katex .overlay {
  display: block;
}
.katex .mtable .vertical-separator {
  display: inline-block;
  margin: 0 -0.025em;
  border-right: 0.05em solid;
  min-width: 1px;
}
.katex .mtable .vs-dashed {
  border-right: 0.05em dashed;
}
.katex .mtable .arraycolsep {
  display: inline-block;
}
.katex .mtable .col-align-c > .vlist-t {
  text-align: center;
}
.katex .mtable .col-align-l > .vlist-t {
  text-align: left;
}
.katex .mtable .col-align-r > .vlist-t {
  text-align: right;
}
.katex .svg-align {
  text-align: left;
}
.katex svg {
  display: block;
  position: absolute;
  width: 100%;
  height: inherit;
  fill: currentColor;
  stroke: currentColor;
  fill-rule: nonzero;
  fill-opacity: 1;
  stroke-width: 1;
  stroke-linecap: butt;
  stroke-linejoin: miter;
  stroke-miterlimit: 4;
  stroke-dasharray: none;
  stroke-dashoffset: 0;
  stroke-opacity: 1;
}
.katex svg path {
  stroke: none;
}
.katex img {
  border-style: none;
  min-width: 0;
  min-height: 0;
  max-width: none;
  max-height: none;
}
.katex .stretchy {
  width: 100%;
  display: block;
  position: relative;
  overflow: hidden;
}
.katex .stretchy::before,
.katex .stretchy::after {
  content: "";
}
.katex .hide-tail {
  width: 100%;
  position: relative;
  overflow: hidden;
}
.katex .halfarrow-left {
  position: absolute;
  left: 0;
  width: 50.2%;
  overflow: hidden;
}
.katex .halfarrow-right {
  position: absolute;
  right: 0;
  width: 50.2%;
  overflow: hidden;
}
.katex .brace-left {
  position: absolute;
  left: 0;
  width: 25.1%;
  overflow: hidden;
}
.katex .brace-center {
  position: absolute;
  left: 25%;
  width: 50%;
  overflow: hidden;
}
.katex .brace-right {
  position: absolute;
  right: 0;
  width: 25.1%;
  overflow: hidden;
}
.katex .x-arrow-pad {
  padding: 0 0.5em;
}
.katex .x-arrow,
.katex .mover,
.katex .munder {
  text-align: center;
}
.katex .boxpad {
  padding: 0 0.3em 0 0.3em;
}
.katex .fbox,
.katex .fcolorbox {
  box-sizing: border-box;
  border: 0.04em solid;
}
.katex .cancel-pad {
  padding: 0 0.2em 0 0.2em;
}
.katex .cancel-lap {
  margin-left: -0.2em;
  margin-right: -0.2em;
}
.katex .sout {
  border-bottom-style: solid;
  border-bottom-width: 0.08em;
}
.katex-display {
  display: block;
  margin: 1em 0;
  text-align: center;
}
.katex-display > .katex {
  display: block;
  text-align: center;
  white-space: nowrap;
}
.katex-display > .katex > .katex-html {
  display: block;
  position: relative;
}
.katex-display > .katex > .katex-html > .tag {
  position: absolute;
  right: 0;
}
.katex-display.leqno > .katex > .katex-html > .tag {
  left: 0;
  right: auto;
}
.katex-display.fleqn > .katex {
  text-align: left;
}

</style><style type="text/css">@charset "utf-8";

/* 防止用户自定义背景颜色对网页的影响，添加让用户可以自定义字体 */
html {
  color: #333;
  /*background: #fff;*/
  -webkit-text-size-adjust: 100%;
  -ms-text-size-adjust: 100%;
  text-rendering: optimizelegibility;
  font-family: Helvetica Neue, PingFang SC, Verdana, Microsoft Yahei, Hiragino Sans GB, Microsoft Sans Serif, WenQuanYi Micro Hei, sans-serif;
}

/* 如果你的项目仅支持 IE9+ | Chrome | Firefox 等，推荐在 <html> 中添加 .borderbox 这个 class */
html.borderbox *, html.borderbox *:before, html.borderbox *:after {
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
  box-sizing: border-box;
}

/* 内外边距通常让各个浏览器样式的表现位置不同 */
body, dl, dt, dd, ul, ol, li, h1, h2, h3, h4, h5, h6, pre, code, form, fieldset, legend, input, textarea, p, blockquote, th, td, hr, button, article, aside, details, figcaption, figure, footer, header, menu, nav, section {
  margin: 0;
  padding: 0;
}

/* 重设 HTML5 标签, IE 需要在 js 中 createElement(TAG) */
article, aside, details, figcaption, figure, footer, header, menu, nav, section {
  display: block;
}

/* HTML5 媒体文件跟 img 保持一致 */
audio, canvas, video {
  display: inline-block;
}

/* 要注意表单元素并不继承父级 font 的问题 */
body, button, input, select, textarea {
  font: 300 1em/1.8 PingFang SC, Lantinghei SC, Microsoft Yahei, Hiragino Sans GB, Microsoft Sans Serif, WenQuanYi Micro Hei, Helvetica, sans-serif;
}

button::-moz-focus-inner,
input::-moz-focus-inner {
  padding: 0;
  border: 0;
}

/* 去掉各Table cell 的边距并让其边重合 */
table {
  border-collapse: collapse;
  border-spacing: 0;
}

/* 去除默认边框 */
fieldset, img {
  border: 0;
}

/* 块/段落引用 */
blockquote {
  position: relative;
  color: #999;
  font-weight: 400;
  border-left: 1px solid #1abc9c;
  padding-left: 1em;
  margin: 1em 3em 1em 2em;
}

@media only screen and ( max-width: 640px ) {
  blockquote {
    margin: 1em 0;
  }
}

/* Firefox 以外，元素没有下划线，需添加 */
acronym, abbr {
  border-bottom: 1px dotted;
  font-variant: normal;
}

/* 添加鼠标问号，进一步确保应用的语义是正确的（要知道，交互他们也有洁癖，如果你不去掉，那得多花点口舌） */
abbr {
  cursor: help;
}

/* 一致的 del 样式 */
del {
  text-decoration: line-through;
}

address, caption, cite, code, dfn, em, th, var {
  font-style: normal;
  font-weight: 400;
}

/* 去掉列表前的标识, li 会继承，大部分网站通常用列表来很多内容，所以应该当去 */
ul, ol {
  list-style: none;
}

/* 对齐是排版最重要的因素, 别让什么都居中 */
caption, th {
  text-align: left;
}

q:before, q:after {
  content: '';
}

/* 统一上标和下标 */
sub, sup {
  font-size: 75%;
  line-height: 0;
  position: relative;
}

:root sub, :root sup {
  vertical-align: baseline; /* for ie9 and other modern browsers */
}

sup {
  top: -0.5em;
}

sub {
  bottom: -0.25em;
}

/* 让链接在 hover 状态下显示下划线 */
a {
  color: #1abc9c;
}

a:hover {
  text-decoration: underline;
}

.typo a {
  border-bottom: 1px solid #1abc9c;
}

.typo a:hover {
  border-bottom-color: #555;
  color: #555;
  text-decoration: none;
}

/* 默认不显示下划线，保持页面简洁 */
ins, a {
  text-decoration: none;
}

/* 专名号：虽然 u 已经重回 html5 Draft，但在所有浏览器中都是可以使用的，
 * 要做到更好，向后兼容的话，添加 class="typo-u" 来显示专名号
 * 关于 <u> 标签：http://www.whatwg.org/specs/web-apps/current-work/multipage/text-level-semantics.html#the-u-element
 * 被放弃的是 4，之前一直搞错 http://www.w3.org/TR/html401/appendix/changes.html#idx-deprecated
 * 一篇关于 <u> 标签的很好文章：http://html5doctor.com/u-element/
 */
u, .typo-u {
  text-decoration: underline;
}

/* 标记，类似于手写的荧光笔的作用 */
mark {
  background: #fffdd1;
  border-bottom: 1px solid #ffedce;
  padding: 2px;
  margin: 0 5px;
}

/* 代码片断 */
pre, code, pre tt {
  font-family: Courier, 'Courier New', monospace;
}

pre {
  background: rgba(248, 248, 248, 0.7);
  border: 1px solid #ddd;
  padding: 1em 1.5em;
  display: block;
  -webkit-overflow-scrolling: touch;
}

/* 一致化 horizontal rule */
hr {
  border: none;
  border-bottom: 1px solid #cfcfcf;
  margin-bottom: 0.8em;
  height: 10px;
}

/* 底部印刷体、版本等标记 */
small, .typo-small,
  /* 图片说明 */
figcaption {
  font-size: 0.9em;
  color: #888;
}

strong, b {
  font-weight: bold;
  color: #000;
}

/* 可拖动文件添加拖动手势 */
[draggable] {
  cursor: move;
}

.clearfix:before, .clearfix:after {
  content: "";
  display: table;
}

.clearfix:after {
  clear: both;
}

.clearfix {
  zoom: 1;
}

/* 强制文本换行 */
.textwrap, .textwrap td, .textwrap th {
  word-wrap: break-word;
  word-break: break-all;
}

.textwrap-table {
  table-layout: fixed;
}

/* 提供 serif 版本的字体设置: iOS 下中文自动 fallback 到 sans-serif */
.serif {
  font-family: Palatino, Optima, Georgia, serif;
}

/* 保证块/段落之间的空白隔行 */
.typo p, .typo pre, .typo ul, .typo ol, .typo dl, .typo form, .typo hr, .typo table,
.typo-p, .typo-pre, .typo-ul, .typo-ol, .typo-dl, .typo-form, .typo-hr, .typo-table, blockquote {
  /*margin-bottom: 1.2em*/
  margin-bottom: 1rem;
}

h1, h2, h3, h4, h5, h6 {
  font-family: PingFang SC, Helvetica Neue, Verdana, Microsoft Yahei, Hiragino Sans GB, Microsoft Sans Serif, WenQuanYi Micro Hei, sans-serif;
  /*font-weight: 100;*/
  color: #000;
  line-height: 1.35;
}

/* 标题应该更贴紧内容，并与其他块区分，margin 值要相应做优化 */
.typo h1, .typo h2, .typo h3, .typo h4, .typo h5, .typo h6,
.typo-h1, .typo-h2, .typo-h3, .typo-h4, .typo-h5, .typo-h6 {
  margin-top: 1.2em;
  margin-bottom: 0.6em;
  line-height: 1.35;
}

.typo h1, .typo-h1 {
  font-size: 2em;
}

.typo h2, .typo-h2 {
  font-size: 1.8em;
}

.typo h3, .typo-h3 {
  font-size: 1.6em;
}

.typo h4, .typo-h4 {
  font-size: 1.4em;
}

.typo h5, .typo h6, .typo-h5, .typo-h6 {
  font-size: 1.2em;
}

/* 在文章中，应该还原 ul 和 ol 的样式 */
.typo ul, .typo-ul {
  margin-left: 1.3em;
  list-style: disc;
}

.typo ol, .typo-ol {
  list-style: decimal;
  margin-left: 1.9em;
}

.typo li ul, .typo li ol, .typo-ul ul, .typo-ul ol, .typo-ol ul, .typo-ol ol {
  margin-bottom: 0.8em;
  margin-left: 2em;
}

.typo li ul, .typo-ul ul, .typo-ol ul {
  list-style: circle;
}

/* 同 ul/ol，在文章中应用 table 基本格式 */
.typo table th, .typo table td, .typo-table th, .typo-table td, .typo table caption {
  border: 1px solid #ddd;
  padding: 0.5em 1em;
  color: #666;
}

.typo table th, .typo-table th {
  background: #fbfbfb;
}

.typo table thead th, .typo-table thead th {
  background: rgba(241, 241, 241, 0.7);
}

.typo table caption {
  border-bottom: none;
}

/* 去除 webkit 中 input 和 textarea 的默认样式  */
.typo-input, .typo-textarea {
  -webkit-appearance: none;
  border-radius: 0;
}

.typo-em, .typo em, legend, caption {
  color: #000;
  font-weight: inherit;
}

/* 着重号，只能在少量（少于100个字符）且全是全角字符的情况下使用 */
.typo-em {
  position: relative;
}

.typo-em:after {
  position: absolute;
  top: 0.65em;
  left: 0;
  width: 100%;
  overflow: hidden;
  white-space: nowrap;
  content: "\30FB\30FB\30FB\30FB\30FB\30FB\30FB\30FB\30FB\30FB\30FB\30FB\30FB\30FB\30FB\30FB\30FB\30FB\30FB\30FB\30FB\30FB\30FB\30FB\30FB\30FB\30FB\30FB\30FB\30FB\30FB\30FB\30FB\30FB\30FB\30FB\30FB\30FB\30FB\30FB\30FB\30FB\30FB\30FB\30FB\30FB\30FB\30FB\30FB\30FB\30FB\30FB\30FB\30FB\30FB\30FB\30FB\30FB\30FB\30FB\30FB\30FB\30FB\30FB\30FB\30FB\30FB\30FB\30FB\30FB\30FB\30FB\30FB\30FB\30FB\30FB\30FB\30FB\30FB\30FB\30FB\30FB\30FB\30FB\30FB\30FB\30FB\30FB\30FB\30FB\30FB\30FB\30FB\30FB\30FB\30FB\30FB\30FB\30FB\30FB";
}

/* Responsive images */
.typo img {
  max-width: 100%;
}
</style><style type="text/css">.common-content {
  font-weight: 400;
  color: #353535;
  line-height: 1.75rem;
  /*font-size: 1.075rem;*/
  white-space: normal;
  word-break: normal;
  font-size: 1rem;
}
.common-content img {
  display: block;
  max-width: 100%;
  background-color: #EEE;
  /*height: auto;*/
}
.common-content audio,
.common-content video {
  width: 100%;
  background-color: #EEE;
}
/*.common-content p,*/
.common-content center,
.common-content font {
  margin-top: 1rem;
  /*margin-bottom: 0;*/
  display: inline-block;
}
.common-content center {
  width: 100%;
}
.common-content pre {
  /*background: #F5F5F5;*/
  /* padding-left: 1rem; */
  /* overflow: auto; */
  /*border-left: #CCC solid 3px;*/
  /*white-space: normal;*/
  /*word-break: break-all;*/
  margin-top: 1rem;
  padding-left: 0rem;
  padding-right: 0rem;
  position: relative;
  overflow: hidden;
}
.common-content pre code {
  font-size: 0.8rem;
  /*font-family: Consolas,"Liberation Mono",monospace,Menlo,Courier;*/
  font-family: Consolas,"Liberation Mono",Menlo,monospace,Courier;
  display: block;
  width: 100%;
  box-sizing: border-box;
  padding-left: 1rem;
  padding-right: 1rem;
  overflow-x: auto;
}
.common-content hr {
  border: none;
  /*margin-top: 0.75rem;*/
  margin-top: 1.5rem;
  margin-bottom: 1.5rem;
  border-top: #F5F5F5 solid 1px;
  height: 1px;
  background: none;
}


/* hack */
.common-content h1,
.common-content h2,
.common-content h3,
.common-content h4,
.common-content h5,
.common-content b,
.common-content strong {
  font-weight: bold;
  color: #353535;
}
.common-content h1,
.common-content h2 {
  font-size: 1.125rem;
  margin-bottom: 0.45rem;
}
.common-content h3,
.common-content h4,
.common-content h5 {
  font-size: 1rem;
  margin-bottom: 0.45rem;
}
.common-content p {
  /*font-weight: 300;*/
  font-weight: 400;
  color: #353535;
  margin-top: 0.15rem;
}
.common-content .orange {
  color: #ff5a05;
}
.common-content .reference {
  font-size: 1rem;
  color: #888;
}

/* 视频课做的单独处理 */
.custom-rich-content h1{
  margin-top: 0px;
  font-weight: 400;
  font-size: 15.25px;
  border-bottom: 1px solid #eee;
  line-height: 2.8;
}
.custom-rich-content p{
  font-size: 14px;
  color: #888;
  line-height: 1.6;
}
.custom-rich-content li{
  font-size: 14px;
  line-height: 1.6;
  color: #888;
}

/* code - line numbers */
table.hljs-ln {
  box-sizing: border-box;
  margin-bottom: 0;

  border-spacing: 0;
  border-collapse: collapse;
}
table.hljs-ln tbody {
  box-sizing: border-box;
}
table.hljs-ln tr {
  box-sizing: border-box;
}
table.hljs-ln td {
  box-sizing: border-box;
  padding: 0;
  border: 0;
}
table.hljs-ln td.hljs-ln-numbers {
  min-width: 15px;
  font-family: "SFMono-Regular",Consolas,"Liberation Mono",Menlo,Courier,monospace;
  font-size: 12px;
  line-height: 20px;
  color: rgba(27,31,35,0.3);
  text-align: right;
  white-space: nowrap;
  vertical-align: top;
  cursor: pointer;
  user-select: none;
}
table.hljs-ln td.hljs-ln-code {
  position: relative;
  padding-right: 10px;
  padding-left: 10px;
  line-height: 20px;
  vertical-align: top;

  overflow: visible;
  font-family: "SFMono-Regular",Consolas,"Liberation Mono",Menlo,Courier,monospace;
  font-size: 12px;
  color: #24292e;
  word-wrap: normal;
  white-space: pre;
}

/* 隐藏掉视频播放器的下载按钮 */
video::-webkit-media-controls {
    overflow: hidden !important;
}
video::-webkit-media-controls-enclosure {
    width: calc(100% + 32px);
    margin-left: auto;
}
</style><style type="text/css">@font-face{
    font-family: 'Source Code Pro';
    font-weight: 400;
    font-style: normal;
    font-stretch: normal;
    src: url(https://static001.geekbang.org/static/fonts/SourceCodePro-Regular.ttf.f43ea4c.woff2) format('woff2'),
         url(https://static001.geekbang.org/static/fonts/SourceCodePro-Regular.otf.13ecee9.woff) format('woff'),
         url(https://static001.geekbang.org/static/fonts/SourceCodePro-Regular.20964dd.otf) format('opentype'),
         url(https://static001.geekbang.org/static/fonts/SourceCodePro-Regular.1066e54.ttf) format('truetype');
}
</style><style type="text/css">
@charset "UTF-8";
.button-cancel {
  -webkit-box-flex: 1;
      -ms-flex-positive: 1;
          flex-grow: 1;
  height: 35px;
  display: inline-block;
  color: #888;
  font-size: 15px;
  text-align: center;
  line-height: 36px;
  border-width: 1px;
  border-style: solid;
  border-color: #888;
  border-radius: 3px;
  margin-right: 12px;
}
.button-primary {
  -webkit-box-flex: 1;
      -ms-flex-positive: 1;
          flex-grow: 1;
  height: 35px;
  color: #FFF;
  display: inline-block;
  font-size: 15px;
  text-align: center;
  background-color: #FA8919;
  line-height: 36px;
  border-radius: 3px;
}

/* perfect-scrollbar 样式 */
.ps {
  overflow: hidden !important;
  overflow-anchor: none;
  -ms-overflow-style: none;
  touch-action: auto;
  -ms-touch-action: auto;
}

/*
* Scrollbar rail styles
*/
.ps__rail-x {
  display: none;
  opacity: 0;
  transition: background-color .2s linear, opacity .2s linear;
  -webkit-transition: background-color .2s linear, opacity .2s linear;
  height: 15px;
  /* there must be 'bottom' or 'top' for ps__rail-x */
  bottom: 0px;
  /* please don't change 'position' */
  position: absolute;
}
.ps__rail-y {
  display: none;
  opacity: 0;
  transition: background-color .2s linear, opacity .2s linear;
  -webkit-transition: background-color .2s linear, opacity .2s linear;
  width: 15px;
  /* there must be 'right' or 'left' for ps__rail-y */
  right: 0;
  /* please don't change 'position' */
  position: absolute;
}
.ps--active-x > .ps__rail-x,
.ps--active-y > .ps__rail-y {
  display: block;
  background-color: transparent;
}
.ps:hover > .ps__rail-x,
.ps:hover > .ps__rail-y,
.ps--focus > .ps__rail-x,
.ps--focus > .ps__rail-y,
.ps--scrolling-x > .ps__rail-x,
.ps--scrolling-y > .ps__rail-y {
  opacity: 0.6;
}
.ps .ps__rail-x:hover,
.ps .ps__rail-y:hover,
.ps .ps__rail-x:focus,
.ps .ps__rail-y:focus,
.ps .ps__rail-x.ps--clicking,
.ps .ps__rail-y.ps--clicking {
  background-color: #eee;
  opacity: 0.9;
}

/*
* Scrollbar thumb styles
*/
.ps__thumb-x {
  background-color: #aaa;
  border-radius: 6px;
  transition: background-color .2s linear, height .2s ease-in-out;
  -webkit-transition: background-color .2s linear, height .2s ease-in-out;
  height: 6px;
  /* there must be 'bottom' for ps__thumb-x */
  bottom: 2px;
  /* please don't change 'position' */
  position: absolute;
}
.ps__thumb-y {
  background-color: #aaa;
  border-radius: 6px;
  transition: background-color .2s linear, width .2s ease-in-out;
  -webkit-transition: background-color .2s linear, width .2s ease-in-out;
  width: 4px;
  /* there must be 'right' for ps__thumb-y */
  right: 2px;
  /* please don't change 'position' */
  position: absolute;
}
.ps__rail-x:hover > .ps__thumb-x,
.ps__rail-x:focus > .ps__thumb-x,
.ps__rail-x.ps--clicking .ps__thumb-x {
  background-color: #999;
  height: 11px;
}
.ps__rail-y:hover > .ps__thumb-y,
.ps__rail-y:focus > .ps__thumb-y,
.ps__rail-y.ps--clicking .ps__thumb-y {
  background-color: #999;
  width: 11px;
}

/**
 * 颜色
 */
/**
 * 栅格属性
 */
.gkui-message-content-wrap .gkui-message-close .defaultClose:before, .gkui-message-content-wrap .gkui-message-close .defaultClose:after {
  -webkit-transition: all 0.3s ease;
  transition: all 0.3s ease;
}

/*  强制换行  */
/*  强制不换行  */
/*
 * 多行文字超出部分显示省略号
 * autoprefixer 为 webpack 兼容方案，防止过时属性被删除
 */
.gkui-message-content-wrap {
  position: relative;
  text-align: center;
}
.gkui-message-content-wrap .gkui-message-content {
    display: inline-block;
    overflow: hidden;
    padding: 10px 16px;
    margin-bottom: 6px;
    background: #fff;
    font-size: 14px;
    line-height: 14px;
    border-radius: 3px;
    -webkit-box-shadow: 0 1px 6px rgba(0, 0, 0, 0.2);
            box-shadow: 0 1px 6px rgba(0, 0, 0, 0.2);
    pointer-events: all;
}
.gkui-message-content-wrap .gkui-message-loading-prefix {
    display: inline-block;
    margin-right: 4px;
    -webkit-transform: translateY(2px);
            transform: translateY(2px);
}
.gkui-message-content-wrap .gkui-message-close {
    display: inline-block;
    margin-left: 4px;
    cursor: pointer;
    -webkit-user-select: none;
       -moz-user-select: none;
        -ms-user-select: none;
            user-select: none;
}
.gkui-message-content-wrap .gkui-message-close .defaultClose {
      display: inline-block;
      position: relative;
      width: 10px;
      height: 10px;
}
.gkui-message-content-wrap .gkui-message-close .defaultClose:before, .gkui-message-content-wrap .gkui-message-close .defaultClose:after {
        position: absolute;
        top: 5px;
        right: 0;
        display: block;
        content: '';
        width: 12px;
        height: 1px;
        background: #8A8A8A;
}
.gkui-message-content-wrap .gkui-message-close .defaultClose:before {
        -webkit-transform: rotate(45deg);
                transform: rotate(45deg);
}
.gkui-message-content-wrap .gkui-message-close .defaultClose:after {
        -webkit-transform: rotate(-45deg);
                transform: rotate(-45deg);
}
.gkui-message-content-wrap .gkui-message-close .defaultClose:hover:before, .gkui-message-content-wrap .gkui-message-close .defaultClose:hover:after {
        background: #333;
}
.fade-up-enter-active,
.fade-up-leave-active {
  -webkit-transition: all 0.4s ease;
  transition: all 0.4s ease;
}
.fade-up-enter {
  opacity: 0;
  -webkit-transform: translateY(-50%);
          transform: translateY(-50%);
}
.fade-up-leave-to {
  opacity: 0;
  height: 0;
  -webkit-transform: translateY(-50%);
          transform: translateY(-50%);
}
.fade-in-enter-active,
.fade-in-leave-active {
  -webkit-transition: all 0.3s ease-in-out;
  transition: all 0.3s ease-in-out;
}
.fade-in-enter,
.fade-in-leave-to {
  opacity: 0;
}
.gkui-message-content-wrap .gkui-message-info {
  border: 1px solid #ddd;
}
.gkui-message-content-wrap .gkui-message-success {
  border: 1px solid #666;
  background: #666;
  color: #fff;
}
.gkui-message-content-wrap .gkui-message-error {
  border: 1px solid rgba(0, 0, 0, 0.7);
  background-color: rgba(0, 0, 0, 0.7);
  color: #fff;
}
@font-face {
  font-family: 'iconfont';
  /* project id 372689 */
  src: url("//at.alicdn.com/t/font_372689_wo6xu4uhdy.eot");
  src: url("//at.alicdn.com/t/font_372689_wo6xu4uhdy.eot?#iefix") format("embedded-opentype"), url("//at.alicdn.com/t/font_372689_wo6xu4uhdy.woff2") format("woff2"), url("//at.alicdn.com/t/font_372689_wo6xu4uhdy.woff") format("woff"), url("//at.alicdn.com/t/font_372689_wo6xu4uhdy.ttf") format("truetype"), url("//at.alicdn.com/t/font_372689_wo6xu4uhdy.svg#iconfont") format("svg");
}
@font-face {
  font-family: 'player-font';
  /* project id 509397 */
  src: url("//at.alicdn.com/t/font_509397_1cyjv4o90qiod2t9.eot");
  src: url("//at.alicdn.com/t/font_509397_1cyjv4o90qiod2t9.eot?#iefix") format("embedded-opentype"), url("//at.alicdn.com/t/font_509397_1cyjv4o90qiod2t9.woff") format("woff"), url("//at.alicdn.com/t/font_509397_1cyjv4o90qiod2t9.ttf") format("truetype"), url("//at.alicdn.com/t/font_509397_1cyjv4o90qiod2t9.svg#player-font") format("svg");
}
@font-face {
  font-family: 'DINCondBold';
  /* project id 372689 */
  src: url("https://static001.geekbang.org/static/time/font/DINCond-Bold.ttf") format("truetype");
}
@font-face {
  font-family: "BEBAS___";
  src: 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html {
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  min-height: 100%;
  -webkit-tap-highlight-color: rgba(0, 0, 0, 0);
}
body {
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}
body.fixed {
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  position: fixed;
  width: 100vw;
  height: 100vh;
}
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}
a {
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}
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  transition: opacity .3s;
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/* iOS 版审核的 hack */
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}
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  margin-top: 24px;
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}
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  height: 20px;
  font-size: 13px;
  white-space: pre;
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}
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}
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  content: ' ';
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  left: 0;
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}
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}
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  margin-bottom: 30px;
}
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}
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  margin-bottom: 10px;
}
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  height: 30px;
  width: 20px;
}
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  height: 30px;
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  font-family: "Open Sans","Helvetica Neue",sans-serif;
}
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  height: 30px;
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}
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}
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._1NHkz9xq_0 ._15jp1rJ4_0 {
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}
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}
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  text-align: center;
  position: absolute;
  top: 66px;
  left: 50%;
  margin-left: 380px;
  background: #f6f7f9;
  color: #999;
  border: 1px solid #f6f7f9;
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}
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}
.nRnSOUfp_0:hover {
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  border: 1px solid #fa8919;
}
.nRnSOUfp_0._1gyq1m3x_0 {
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}
._1jwi88iD_0 {
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}
._3d13BJVh_0 {
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}
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  display: -ms-flexbox;
  display: flex;
  font-size: 14px;
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  color: #4c4c4c;
  margin-bottom: 10px;
}
._2d3kT8Od_0 strong {
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  color: #fa8919;
  margin: 0 3px;
}
._2d3kT8Od_0 ._2ihi-M3Z_0 {
  font-size: 21px;
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  margin-right: 6px;
  margin-top: -4px;
}
@-webkit-keyframes _20hWdDc3_0 {
to {
    -webkit-transform: rotate(1turn);
            transform: rotate(1turn);
}
}
@keyframes _20hWdDc3_0 {
to {
    -webkit-transform: rotate(1turn);
            transform: rotate(1turn);
}
}
</style><style type="text/css">
._1yJUtN5Y_0 {
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          transform: rotate(-0.05deg);
}
</style><style type="text/css">
._2SACi4xg_0 {
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}
._2SACi4xg_0 img {
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}
</style><style type="text/css">
._1QFlQFbV_0 {
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  padding-left: 22px;
  display: -webkit-box;
  display: -ms-flexbox;
  display: flex;
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      -ms-flex-align: center;
          align-items: center;
  margin-top: 33px;
  border-radius: 6px;
  border: 1px solid #e7e6e5;
}
._1fyhPbAt_0 {
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  height: 38px;
  border: 1px solid #fa8919;
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}
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  height: 38px;
  position: absolute;
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}
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}
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}
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}
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          animation-play-state: running;
}
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}
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  width: 45px;
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}
._29xRN1a__0 {
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  margin-top: 0.125rem;
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  line-height: 1rem;
  margin-top: 16px;
  color: #999;
  font-weight: 300;
}
._29xRN1a__0 span:first-child {
  margin-right: 20px;
}
._1jNLtQR1_0 {
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      -ms-flex: 1 1 auto;
          flex: 1 1 auto;
  margin-left: 22px;
  height: 62px;
}
._1QFlQFbV_0 ._3KFNSK5r_0 {
  background: #fce2d0;
}
._1QFlQFbV_0 ._3KFNSK5r_0:before {
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  height: 6px;
  width: 6px;
  left: 0px;
  top: -2px;
  border-radius: 50%;
  background: #f6751f;
}
._1QFlQFbV_0 ._3KFNSK5r_0:after {
  content: '';
  position: absolute;
  height: 6px;
  width: 6px;
  right: 0px;
  top: -2px;
  border-radius: 50%;
  background: #fce2d0;
}
._1QFlQFbV_0 ._3f3uWEuQ_0 {
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}
._1QFlQFbV_0 ._2G5BBjOu_0 {
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  width: 45px;
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  color: #fff;
  font-size: 12px;
  text-align: center;
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  border-radius: 8px;
  position: absolute;
  font-weight: 300;
  left: 0;
  top: -7px;
  -webkit-box-shadow: 0px 4px 10px 0px rgba(255,227,200,0.55);
          box-shadow: 0px 4px 10px 0px rgba(255,227,200,0.55);
}
@-webkit-keyframes _2ayLxSPU_0 {
to {
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            transform: rotate(1turn);
}
}
@keyframes _2ayLxSPU_0 {
to {
    -webkit-transform: rotate(1turn);
            transform: rotate(1turn);
}
}
</style><style type="text/css">
._3pPXuiMg_0 {
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  -webkit-box-sizing: border-box;
          box-sizing: border-box;
  -webkit-user-select: none;
     -moz-user-select: none;
      -ms-user-select: none;
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}
._3jpE9SVX_0 {
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}
._1YW_70lx_0 {
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}
._3881ADPa_0 {
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  background-color: #afafaf;
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  transition: all 0s;
  z-index: 1;
  width: 0;
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  will-change: width;
}
._1YsN3Sbi_0 {
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  transition: all 0s;
  will-change: transform;
  cursor: pointer;
  z-index: 3;
  left: 0;
  top: 0;
}
._91z_KPXU_0 {
  position: absolute;
  top: 18px;
  width: 36px;
  height: 36px;
  background: rgba(255,255,255,0.01);
  -webkit-transform: translate(-50%, -100%);
          transform: translate(-50%, -100%);
}
._91z_KPXU_0:before {
  position: absolute;
  left: 9px;
  top: 9px;
  content: '';
  width: 18px;
  height: 18px;
  background: #fff;
  -webkit-box-shadow: 0px 3px 7px 2px rgba(209,212,223,0.54);
          box-shadow: 0px 3px 7px 2px rgba(209,212,223,0.54);
  border-radius: 50%;
}
</style><style type="text/css">
._1kh1ihh6_0 {
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}
._1kh1ihh6_0 [data-slate-type="image"] img {
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}
._1kh1ihh6_0 [data-slate-type="quote-line"] {
  margin-left: 32px;
  margin-right: 48px;
  padding-left: 17px;
  border-left: 3px solid #e8e8e8;
}
._1kh1ihh6_0 ::-moz-selection {
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}
._1kh1ihh6_0 ::selection {
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}
._3TuZWiOJ_0 {
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}
._16_RZHF-_0 {
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  bottom: 0;
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}
</style><style type="text/css">
._2w-W27j5_0 {
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  height: 350px;
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  font-weight: 300;
  background: #fff;
  color: #fff;
  line-height: 26px;
  width: 550px;
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  border: 1px solid #f2f2f2;
  opacity: 0;
  -webkit-transform: translateY(2px);
          transform: translateY(2px);
  -webkit-transition: opacity 0.3s ease, height 0.3s ease, width 0.3s ease, visibility 0.3s ease, -webkit-transform 0.3s ease;
  transition: opacity 0.3s ease, height 0.3s ease, width 0.3s ease, visibility 0.3s ease, -webkit-transform 0.3s ease;
  transition: opacity 0.3s ease, transform 0.3s ease, height 0.3s ease, width 0.3s ease, visibility 0.3s ease;
  transition: opacity 0.3s ease, transform 0.3s ease, height 0.3s ease, width 0.3s ease, visibility 0.3s ease, -webkit-transform 0.3s ease;
  -webkit-box-shadow: 0px 0px 10px 0px rgba(0,0,0,0.1);
          box-shadow: 0px 0px 10px 0px rgba(0,0,0,0.1);
}
._2w-W27j5_0._3KVt1gDg_0 {
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}
._2w-W27j5_0._3yMf_FhB_0,
._2w-W27j5_0._6vGLc70c_0 {
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}
._2w-W27j5_0._6vGLc70c_0 {
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}
._2w-W27j5_0._6vGLc70c_0 .D3bjEGOR_0,
._2w-W27j5_0._3yMf_FhB_0 .D3bjEGOR_0 {
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}
.D3bjEGOR_0 {
  padding: 20px 30px;
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  -webkit-transition: height 0.3s ease;
  transition: height 0.3s ease;
}
.D3bjEGOR_0 ._2XxzQqjL_0 {
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}
.D3bjEGOR_0 ._2XxzQqjL_0 ._1KDQg3Bq_0 {
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}
.D3bjEGOR_0 ._2XxzQqjL_0 .mJWK5em0_0 {
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}
.D3bjEGOR_0 ._3tbfXQau_0 {
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  line-height: 26px;
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}
.D3bjEGOR_0 ._3T3EUmr2_0 {
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}
.D3bjEGOR_0 ._3T3EUmr2_0 textarea {
  width: 100%;
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  border: 0;
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  resize: none;
  outline: none;
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}
.D3bjEGOR_0 ._3T3EUmr2_0 ::-webkit-input-placeholder {
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}
.D3bjEGOR_0 ._3T3EUmr2_0 ::-moz-placeholder {
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}
.D3bjEGOR_0 ._3T3EUmr2_0 ::-ms-input-placeholder {
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}
.D3bjEGOR_0 ._3T3EUmr2_0 ::placeholder {
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}
._1Ax_ZpPk_0 {
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  display: -ms-flexbox;
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          align-items: center;
  -webkit-box-pack: end;
      -ms-flex-pack: end;
          justify-content: flex-end;
  margin: 0 30px;
  border-top: 1px solid #f2f2f2;
}
._1Ax_ZpPk_0 ._3U0NAxB3_0 {
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}
._1Ax_ZpPk_0 ._2OgrMv3n_0,
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}
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}
._1Ax_ZpPk_0 ._1TCxHuNb_0 {
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}
._3MpaRWpt_0 {
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  height: 32px;
  line-height: 32px;
  position: absolute;
  padding-right: 30px;
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  bottom: 66px;
}
._3MpaRWpt_0 b {
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}
._3MpaRWpt_0 ._39_6CNZl_0 {
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}
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}
.O6lROQG3_0:after {
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}
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}
._1N2pD_iU_0:after {
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}
</style><style type="text/css">
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  -webkit-transition: opacity 0.2s ease, visibility 0.3s ease, -webkit-transform 0.2s ease;
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  transition: opacity 0.2s ease, transform 0.2s ease, visibility 0.3s ease, -webkit-transform 0.2s ease;
}
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}
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}
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}
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  border-right: 1px solid #636363;
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}
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}
.zbKHG1ec_0 ._25lruFgJ_0 {
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  border-left: 8px solid rgba(0,0,0,0);
  width: 0px;
  height: 0px;
  top: -6px;
  left: 95px;
}
</style><style type="text/css">
._23_U6jTI_0 {
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}
._23_U6jTI_0 img {
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}
</style><style type="text/css">
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  height: 34px;
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  margin-left: 40px;
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}
._3_vpCYgD_0:hover {
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}
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}
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  padding-left: 12px;
  padding-top: 8px;
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  padding-right: 12px;
  background-color: #fff;
}
._1tbWAlsU_0 textarea {
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}
._1tbWAlsU_0 textarea::-webkit-input-placeholder {
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}
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}
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  height: 74px;
  font-size: 14px;
  line-height: 20px;
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}
._2KHEOPSr_0:placeholder {
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}
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  color: #b2b2b2;
  font-size: 14px;
  -webkit-box-flex: 1;
      -ms-flex: 1 1 auto;
          flex: 1 1 auto;
  text-align: right;
}
._1veVZDxP_0 {
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  display: flex;
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      -ms-flex-align: center;
          align-items: center;
  height: 34px;
  padding-left: 12px;
  margin-top: 11px;
}
._35yjm5PG_0 {
  font-size: 14px;
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      -ms-flex: 0 0 auto;
          flex: 0 0 auto;
  margin-right: 40px;
}
._3SZaEKao_0 {
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  margin-bottom: 13px;
}
._1162B7i7_0 {
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  height: 34px;
  -ms-flex-negative: 0;
      flex-shrink: 0;
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url(&quot;https://static001.geekbang.org/resource/image/97/ff/9779d6c952ee9ef959079f56b424e9ff.jpg&quot;);"></div> <div class="iconfont _3ZzS9WVl_0 _2N34YPJB_0"></div></div><div class="_1Th3f96m_0 _3_oK3mNE_0"><svg width="38" height="38" class="_1yJUtN5Y_0"><circle cx="19" cy="19" r="18" stroke-width="1" stroke="#ffffff" fill="none"></circle> <circle cx="19" cy="19" r="18" stroke-width="1" stroke="#fa8919" fill="none" transform="matrix(0,-1,1,0,0,38)" stroke-dasharray="0 115"></circle></svg> <div class="_2t5Wwqq5_0"></div> <div class="_260OOPjj_0" style="background-image: url(&quot;https://static001.geekbang.org/resource/image/97/ff/9779d6c952ee9ef959079f56b424e9ff.jpg&quot;);"></div> <div class="iconfont _3ZzS9WVl_0 _2N34YPJB_0"></div></div> <div class="Om1BnS6m_0"><span class="_3A9iccKL_0 iconfont"></span> <!----></div></div> <div class="ibY_sXau_0 ps ps--active-y"><div class="_1Dgl7pMn_0"><h1 class="cZCVMzBP_0">05 | 可扩展架构案例（二）：App服务端架构是如何升级的？</h1> <div class="_2VF1_VFy_0"><span>王庆友</span> <span>2020-03-02</span></div> <div class="_2SKlnZlt_0"><div class="_3-9A2Wmt_0"><img src="./05 _ 可扩展架构案例（二）：App服务端架构是如何升级的？_files/9779d6c952ee9ef959079f56b424e9ff.jpg"> <div class="_2SACi4xg_0"><img src=""><img src=""><img src=""><img src=""></div></div> <!----> <div class="_1QFlQFbV_0 EdaaidhQ_0"><div class="_1fyhPbAt_0 _1w0mM49m_0"><div class="iconfont JtBkdAPm_0"></div></div> <div class="_1jNLtQR1_0"><div class="wiOGMsgm_0"><div id="vue-slide-bar-wrap" class="_3pPXuiMg_0"><div id="slider" class="_3jpE9SVX_0 _3KFNSK5r_0"><div class="_1YsN3Sbi_0" style="transform: translateX(0px);"><!----> <div class="_2G5BBjOu_0">00:00</div></div> <div class="_3881ADPa_0 _3f3uWEuQ_0" style="width: 0px; left: 0px;"></div></div></div> <div class="XMJhrxdZ_0">17:07</div></div> <div class="_29xRN1a__0"><span>讲述：王庆友</span> <span>大小：13.72M</span></div></div> <audio title="05 | 可扩展架构案例（二）：App服务端架构是如何升级的？" src="https://res001.geekbang.org//media/audio/91/8f/91da4ad31d9050258af8ac557edb148f/ld/ld.m3u8"></audio></div> <div class="_1kh1ihh6_0 _2i1ytqT9_0"><div class="_3TuZWiOJ_0"><div class="_2c4hPkl9"><div data-slate-editor="true" data-key="3405" autocorrect="off" spellcheck="false" data-gramm="false" style="outline: none; white-space: pre-wrap; overflow-wrap: break-word;"><div class="se-d5772fa9 " data-slate-type="paragraph" data-slate-object="block" data-key="3406"><span data-slate-object="text" data-key="3407"><span data-slate-leaf="true" data-offset-key="3407:0" data-first-offset="true"><span data-slate-string="true">你好，我是王庆友。</span></span></span></div><div class="se-63f20d91 " data-slate-type="paragraph" data-slate-object="block" data-key="3408"><span data-slate-object="text" data-key="3409"><span data-slate-leaf="true" data-offset-key="3409:0" data-first-offset="true"><span data-slate-string="true">上一讲，我与你介绍了电商平台从单体架构到微服务架构的演变过程。那么今天，我会通过一个 </span></span></span><span data-slate-object="text" data-key="3410"><span data-slate-leaf="true" data-offset-key="3410:0" data-first-offset="true"><span class="se-4cc4a5ee" data-slate-type="bold" data-slate-object="mark"><span data-slate-string="true">1 号店 App 服务端架构改造</span></span></span></span><span data-slate-object="text" data-key="3411"><span data-slate-leaf="true" data-offset-key="3411:0" data-first-offset="true"><span data-slate-string="true">的例子，来具体说明架构的演变过程，让你能更深入地理解架构演变背后的原因。</span></span></span></div><div class="se-9e311025 " data-slate-type="paragraph" data-slate-object="block" data-key="3412"><span data-slate-object="text" data-key="3413"><span data-slate-leaf="true" data-offset-key="3413:0" data-first-offset="true"><span data-slate-string="true">好，先让时间拨回到 2012 年，当时随着智能设备的普及和移动互联网的发展，移动端逐渐成为用户的新入口，各个电商平台都开始聚焦移动端 App。这个时候，1 号店也开始试水移动端购物，从那时起，1 号店 App 的服务端架构一共经历了三个版本的变化。</span></span></span></div><div class="se-7f824f57 " data-slate-type="paragraph" data-slate-object="block" data-key="3414"><span data-slate-object="text" data-key="3415"><span data-slate-leaf="true" data-offset-key="3415:0" data-first-offset="true"><span data-slate-string="true">接下来，我就为你具体介绍 App 服务端架构变化的过程以及原因。</span></span></span></div><h2 class="se-99dab512" data-slate-type="heading" data-slate-object="block" data-key="3416"><span data-slate-object="text" data-key="3417"><span data-slate-leaf="true" data-offset-key="3417:0" data-first-offset="true"><span data-slate-string="true">V1.0 架构</span></span></span></h2><div class="se-27125023 " data-slate-type="paragraph" data-slate-object="block" data-key="3418"><span data-slate-object="text" data-key="3419"><span data-slate-leaf="true" data-offset-key="3419:0" data-first-offset="true"><span data-slate-string="true">我先说说最开始的 1.0 版本。当时的情况是，App 前端的 iOS 和 Android 开发团队是外包出去的，而 App 的服务端是由 1 号店内部一个小型的移动团队负责的，这个团队主要负责提供 App 前端需要的各个接口，接口使用的通信协议是 HTTP+JSON。</span></span></span></div><div class="se-b0523778 " data-slate-type="paragraph" data-slate-object="block" data-key="3420"><span data-slate-object="text" data-key="3421"><span data-slate-leaf="true" data-offset-key="3421:0" data-first-offset="true"><span data-slate-string="true">具体的架构如下图所示：</span></span></span></div><div class="se-32122d26" data-slate-type="image" data-slate-object="block" data-key="3422"><img class="se-e9c83195" src="./05 _ 可扩展架构案例（二）：App服务端架构是如何升级的？_files/1c2cc4298788d157851d08b5a49e9b45.jpg"></div><div class="se-ea67fc05 " data-slate-type="paragraph" data-slate-object="block" data-key="3423"><span data-slate-object="text" data-key="3424"><span data-slate-leaf="true" data-offset-key="3424:0" data-first-offset="true"><span data-slate-string="true">这个架构比较简单，App 的服务端整体上就一个应用，由移动团队来维护所有对外接口，服务端内部有很多 Jar 包，比如商品搜索、商品详情、购物车等等，这些 Jar 包包含了各个业务线的业务逻辑及数据库访问，它们由各个业务线的开发者负责提供。</span></span></span></div><div class="se-18600ef1 " data-slate-type="paragraph" data-slate-object="block" data-key="3425"><span data-slate-object="text" data-key="3426"><span data-slate-leaf="true" data-offset-key="3426:0" data-first-offset="true"><span data-slate-string="true">你可以看到，这个 1.0 版本的服务端，实际上就是一个单体应用，只是对外的接口和内部 Jar 包分别由不同的团队来提供，这个架构的优点和缺点同样都非常明显。</span></span></span></div><div class="se-d861d099 " data-slate-type="paragraph" data-slate-object="block" data-key="3427"><span data-slate-object="text" data-key="3428"><span data-slate-leaf="true" data-offset-key="3428:0" data-first-offset="true"><span class="se-0b50e4b0" data-slate-type="bold" data-slate-object="mark"><span data-slate-string="true">它的优点是简单方便</span></span></span></span><span data-slate-object="text" data-key="3429"><span data-slate-leaf="true" data-offset-key="3429:0" data-first-offset="true"><span data-slate-string="true">。App 前端的外包团队只需要对接后端的一个移动团队就可以了，然后移动团队通过现成的 Jar 包，封装各个业务线的功能。至于这些 Jar 包，业务线团队也无需额外去开发。</span></span></span></div><div class="se-ac9f6bac " data-slate-type="paragraph" data-slate-object="block" data-key="3430"><span data-slate-object="text" data-key="3431"><span data-slate-leaf="true" data-offset-key="3431:0" data-first-offset="true"><span data-slate-string="true">为什么呢？我们知道，早期的电商平台都是先有 PC 端应用，再推 App，App 最开始的功能，大多是从已有的 PC 端平移过来的。因此，这些 Jar 包直接从 PC 端应用里拿过来就可以了，如果 Jar 包版本有更新，由业务线团队直接同步给移动团队即可。</span></span></span></div><div class="se-a2058f52 " data-slate-type="paragraph" data-slate-object="block" data-key="3432"><span data-slate-object="text" data-key="3433"><span data-slate-leaf="true" data-offset-key="3433:0" data-first-offset="true"><span data-slate-string="true">那这个架构设计是不是很完美啊？当然不是，不知道你发现了没有，其实这里也存在了很多问题。</span></span></span></div><h3 class="se-974c3723" data-slate-type="heading" data-slate-object="block" data-key="3434"><span data-slate-object="text" data-key="3435"><span data-slate-leaf="true" data-offset-key="3435:0" data-first-offset="true"><span data-slate-string="true">第一个问题：移动服务端对 Jar 包的紧密依赖</span></span></span></h3><div class="se-8e04a879 " data-slate-type="paragraph" data-slate-object="block" data-key="3436"><span data-slate-object="text" data-key="3437"><span data-slate-leaf="true" data-offset-key="3437:0" data-first-offset="true"><span data-slate-string="true">移动团队负责对外接口，但他们非常依赖业务团队提供的 Jar 包来实现业务逻辑，这是一种物理上的紧耦合依赖关系。</span></span></span></div><div class="se-1fbf5c00 " data-slate-type="paragraph" data-slate-object="block" data-key="3438"><span data-slate-object="text" data-key="3439"><span data-slate-leaf="true" data-offset-key="3439:0" data-first-offset="true"><span data-slate-string="true">如果业务团队根据 PC 端的需求，修改了应用代码后，Jar 包也会随之修改。那么在实践中，经常会出现这样的情况：业务团队很多时候，要么忘了同步新的 Jar 包给移动团队，要么是新的 Jar 包调整了类的接口，导致了 App 服务端的功能有问题，或者直接不可用。</span></span></span></div><h3 class="se-5b7ddaaa" data-slate-type="heading" data-slate-object="block" data-key="3440"><span data-slate-object="text" data-key="3441"><span data-slate-leaf="true" data-offset-key="3441:0" data-first-offset="true"><span data-slate-string="true">第二个问题：移动团队的职责过分复杂</span></span></span></h3><div class="se-47fa38f2 " data-slate-type="paragraph" data-slate-object="block" data-key="3442"><span data-slate-object="text" data-key="3443"><span data-slate-leaf="true" data-offset-key="3443:0" data-first-offset="true"><span data-slate-string="true">服务端为 App 提供的是粗粒度接口，而业务团队的 Jar 包提供的是细粒度的接口。</span></span></span></div><div class="se-3da472b4 " data-slate-type="paragraph" data-slate-object="block" data-key="3444"><span data-slate-object="text" data-key="3445"><span data-slate-leaf="true" data-offset-key="3445:0" data-first-offset="true"><span data-slate-string="true">因此，移动团队在 Jar 包的基础上，还需要做很多的业务逻辑聚合，很多时候，这些逻辑还跨多个业务线，导致移动团队对所有业务逻辑都要深入了解。相信你也知道，这是很难做到的。</span></span></span></div><h3 class="se-6b9d446c" data-slate-type="heading" data-slate-object="block" data-key="3446"><span data-slate-object="text" data-key="3447"><span data-slate-leaf="true" data-offset-key="3447:0" data-first-offset="true"><span data-slate-string="true">第三个问题：团队并行开发困难</span></span></span></h3><div class="se-defb089c " data-slate-type="paragraph" data-slate-object="block" data-key="3448"><span data-slate-object="text" data-key="3449"><span data-slate-leaf="true" data-offset-key="3449:0" data-first-offset="true"><span data-slate-string="true">由于移动团队和业务团队是通过物理 Jar 包进行集成的，移动团队直接受业务团队的代码影响，就导致了团队之间并行开发困难，一次大的 App 升级经常需要 2~3 个月的时间。</span></span></span></div><div class="se-45722459 " data-slate-type="paragraph" data-slate-object="block" data-key="3450"><span data-slate-object="text" data-key="3451"><span data-slate-leaf="true" data-offset-key="3451:0" data-first-offset="true"><span data-slate-string="true">而当时的 1 号店，需要能尽快地推出 App 端，我们所有的做法都是围绕这个目的来的，包括把前端团队外包出去，后端采用单体架构，移动端功能从 PC 端直接移植过来。所以，从当时的情况来说，这种简单的服务端架构和团队合作模式是非常合适的。</span></span></span></div><div class="se-87e7ccbc " data-slate-type="paragraph" data-slate-object="block" data-key="3452"><span data-slate-object="text" data-key="3453"><span data-slate-leaf="true" data-offset-key="3453:0" data-first-offset="true"><span data-slate-string="true">而过了一段时间，当移动端的功能已经初步具备，我们就需要针对移动自身的特点去组织功能，并能够快速上线这些新功能。那么，这种单体架构加物理 Jar 包耦合的方式，就成为 App 进一步发展的瓶颈。</span></span></span></div><div class="se-7ac7d2b6 " data-slate-type="paragraph" data-slate-object="block" data-key="3454"><span data-slate-object="text" data-key="3455"><span data-slate-leaf="true" data-offset-key="3455:0" data-first-offset="true"><span data-slate-string="true">接下来，我们就看下系统是如何通过架构升级，来解决这个问题的。</span></span></span></div><h2 class="se-b6c7c58a" data-slate-type="heading" data-slate-object="block" data-key="3456"><span data-slate-object="text" data-key="3457"><span data-slate-leaf="true" data-offset-key="3457:0" data-first-offset="true"><span data-slate-string="true">V2.0 架构</span></span></span></h2><div class="se-bf84b952 " data-slate-type="paragraph" data-slate-object="block" data-key="3458"><span data-slate-object="text" data-key="3459"><span data-slate-leaf="true" data-offset-key="3459:0" data-first-offset="true"><span data-slate-string="true">到了 2013 年，1 号店 App 服务端架构升级到了 V2.0。在这个时候，1 号店自己接手了 App 前端的开发工作，同时，服务端接口也由各个业务线团队直接负责，这样，App 前端直接对接多个后端应用提供的 HTTP 接口。</span></span></span></div><div class="se-59067525 " data-slate-type="paragraph" data-slate-object="block" data-key="3460"><span data-slate-object="text" data-key="3461"><span data-slate-leaf="true" data-offset-key="3461:0" data-first-offset="true"><span data-slate-string="true">整体架构如下图所示：</span></span></span></div><div class="se-e96d44d0" data-slate-type="image" data-slate-object="block" data-key="3462"><img class="se-cbc7a875" src="./05 _ 可扩展架构案例（二）：App服务端架构是如何升级的？_files/2e91cb605d041f27523d7183aae053a5.jpg"></div><div class="se-d59de028 " data-slate-type="paragraph" data-slate-object="block" data-key="3463"><span data-slate-object="text" data-key="3464"><span data-slate-leaf="true" data-offset-key="3464:0" data-first-offset="true"><span data-slate-string="true">对于各个业务团队来说，他们现在走向了前台，每个团队负责各个业务线的 App 接口。他们一般采取这样的做法，一方面，他们以 Web 应用的方式，为 PC 端浏览器提供访问；另一方面，针对移动端的访问需求，他们在 Web 应用里面，增加了一些 REST 接口，直接供 App 访问。在这里，移动接口和 Web 应用在同一个工程里开发，作为同一个应用进行部署和运行。</span></span></span></div><div class="se-efc6f09f " data-slate-type="paragraph" data-slate-object="block" data-key="3465"><span data-slate-object="text" data-key="3466"><span data-slate-leaf="true" data-offset-key="3466:0" data-first-offset="true"><span data-slate-string="true">这里你可以看到，这实际上就是一种</span></span></span><span data-slate-object="text" data-key="3467"><span data-slate-leaf="true" data-offset-key="3467:0" data-first-offset="true"><span class="se-92a9d0a6" data-slate-type="bold" data-slate-object="mark"><span data-slate-string="true">分布式的系统架构</span></span></span></span><span data-slate-object="text" data-key="3468"><span data-slate-leaf="true" data-offset-key="3468:0" data-first-offset="true"><span data-slate-string="true">，每块业务由不同的团队负责，可以很好地支持团队之间的并行开发；同时，移动接口和 PC 端共享底层业务逻辑，有助于快速把 PC 端的功能完整地复制到 App 端。</span></span></span></div><div class="se-748e75cb " data-slate-type="paragraph" data-slate-object="block" data-key="3469"><span data-slate-object="text" data-key="3470"><span data-slate-leaf="true" data-offset-key="3470:0" data-first-offset="true"><span data-slate-string="true">这样，</span></span></span><span data-slate-object="text" data-key="3471"><span data-slate-leaf="true" data-offset-key="3471:0" data-first-offset="true"><span class="se-31cb9660" data-slate-type="bold" data-slate-object="mark"><span data-slate-string="true">通过 V2.0 架构的升级，业务线团队的生产力就被完全释放了，App 的功能也就快速丰富起来了。</span></span></span></span></div><div class="se-7dcf7389 " data-slate-type="paragraph" data-slate-object="block" data-key="3472"><span data-slate-object="text" data-key="3473"><span data-slate-leaf="true" data-offset-key="3473:0" data-first-offset="true"><span data-slate-string="true">但这种方式也带来了一系列的问题，我们具体说下。</span></span></span></div><div class="se-d741e445 " data-slate-type="paragraph" data-slate-object="block" data-key="3474"><span data-slate-object="text" data-key="3475"><span data-slate-leaf="true" data-offset-key="3475:0" data-first-offset="true"><span class="se-454082ba" data-slate-type="bold" data-slate-object="mark"><span data-slate-string="true">首先是移动端和 PC 端互相干扰的问题。</span></span></span></span></div><div class="se-fd2842ce " data-slate-type="paragraph" data-slate-object="block" data-key="3476"><span data-slate-object="text" data-key="3477"><span data-slate-leaf="true" data-offset-key="3477:0" data-first-offset="true"><span data-slate-string="true">你可以看到，在同一个业务线内部，移动接口和 Web 应用，物理上是绑定在一起的。很多时候，PC 端的代码修改会影响到移动接口，而 Web 应用的发布，也会导致移动接口被动地被发布，如果 PC 端出现功能问题，也会影响到移动接口的可用性。反过来也是一样的，移动接口的需求变化，会影响到 PC 端的功能。</span></span></span></div><div class="se-50686ba6 " data-slate-type="paragraph" data-slate-object="block" data-key="3478"><span data-slate-object="text" data-key="3479"><span data-slate-leaf="true" data-offset-key="3479:0" data-first-offset="true"><span data-slate-string="true">我们知道，当移动端发展到了一定程度，它需要和 PC 端有不同的功能和用户体验，但这种紧耦合的方式，导致了相互之间产生很多不必要的干扰，对系统的功能和稳定性都带来了负面影响。</span></span></span></div><div class="se-d62bf0f6 " data-slate-type="paragraph" data-slate-object="block" data-key="3480"><span data-slate-object="text" data-key="3481"><span data-slate-leaf="true" data-offset-key="3481:0" data-first-offset="true"><span class="se-04ad2cfc" data-slate-type="bold" data-slate-object="mark"><span data-slate-string="true">其次是重复开发的问题。</span></span></span></span></div><div class="se-e0e01a32 " data-slate-type="paragraph" data-slate-object="block" data-key="3482"><span data-slate-object="text" data-key="3483"><span data-slate-leaf="true" data-offset-key="3483:0" data-first-offset="true"><span data-slate-string="true">移动接口除了要给 App 端提供业务数据，还需要考虑一系列系统级的功能，比如说，安全验证、日志记录、性能监控等等，每个移动接口都需要这些通用功能。</span></span></span></div><div class="se-effab4c3 " data-slate-type="paragraph" data-slate-object="block" data-key="3484"><span data-slate-object="text" data-key="3485"><span data-slate-leaf="true" data-offset-key="3485:0" data-first-offset="true"><span data-slate-string="true">那现在，由于 App 前端是和后端直连的，这就意味着，每个后端系统都需要独自去支持这些系统级的功能，导致了各个后端系统重复开发。一旦这些通用需求发生了变化，比如说，我们要对传输数据进行压缩，那么，所有的后端系统都需要同步调整，这样不但工作量很大，而且也给项目管理也带来了很大的挑战。</span></span></span></div><div class="se-0a4a3f29 " data-slate-type="paragraph" data-slate-object="block" data-key="3486"><span data-slate-object="text" data-key="3487"><span data-slate-leaf="true" data-offset-key="3487:0" data-first-offset="true"><span class="se-0c7f836a" data-slate-type="bold" data-slate-object="mark"><span data-slate-string="true">最后是稳定性的问题。</span></span></span></span></div><div class="se-37e7ab61 " data-slate-type="paragraph" data-slate-object="block" data-key="3488"><span data-slate-object="text" data-key="3489"><span data-slate-leaf="true" data-offset-key="3489:0" data-first-offset="true"><span data-slate-string="true">在这里，基于这种直连方式，只要一个后端系统出问题，就会直接影响到 App 的可用性，使得 App 整体上非常的脆弱。</span></span></span></div><div class="se-b74520ef " data-slate-type="paragraph" data-slate-object="block" data-key="3490"><span data-slate-object="text" data-key="3491"><span data-slate-leaf="true" data-offset-key="3491:0" data-first-offset="true"><span data-slate-string="true">之所以会出现以上这些问题，它的根本原因在于，我们在 App 端，直接照搬了 PC 端的做法，没有针对移动端自身的特点，去做架构设计。</span></span></span></div><div class="se-7b9e8251 " data-slate-type="paragraph" data-slate-object="block" data-key="3492"><span data-slate-object="text" data-key="3493"><span data-slate-leaf="true" data-offset-key="3493:0" data-first-offset="true"><span data-slate-string="true">我们知道，当 App 发展到一个成熟阶段时，无论是业务功能，还是非业务性功能，和 PC 端都是不同的。所以，在架构设计上，我们必须能够支持它们各自不同的特点，根据这个思路，我们的 App 服务端架构也演变到了 V3.0 版本。</span></span></span></div><h2 class="se-ad6c3600" data-slate-type="heading" data-slate-object="block" data-key="3494"><span data-slate-object="text" data-key="3495"><span data-slate-leaf="true" data-offset-key="3495:0" data-first-offset="true"><span data-slate-string="true">V3.0 架构</span></span></span></h2><div class="se-69cd2950 " data-slate-type="paragraph" data-slate-object="block" data-key="3496"><span data-slate-object="text" data-key="3497"><span data-slate-leaf="true" data-offset-key="3497:0" data-first-offset="true"><span data-slate-string="true">在 V3.0 版本中，服务端架构包含了两个大的升级。</span></span></span></div><div class="se-38ed89d6 " data-slate-type="paragraph" data-slate-object="block" data-key="3498"><span data-slate-object="text" data-key="3499"><span data-slate-leaf="true" data-offset-key="3499:0" data-first-offset="true"><span class="se-6c0f9cb8" data-slate-type="bold" data-slate-object="mark"><span data-slate-string="true">首先，我们对每个业务线的服务端进行拆分，让 App 接口和 PC 端接口各自在物理上独立，但它们共享核心的业务逻辑。</span></span></span></span></div><div class="se-894b4723 " data-slate-type="paragraph" data-slate-object="block" data-key="3500"><span data-slate-object="text" data-key="3501"><span data-slate-leaf="true" data-offset-key="3501:0" data-first-offset="true"><span data-slate-string="true">拆分后的架构如下图所示：</span></span></span></div><div class="se-9ccdbfb2" data-slate-type="image" data-slate-object="block" data-key="3502"><img class="se-e8f60127" src="./05 _ 可扩展架构案例（二）：App服务端架构是如何升级的？_files/b3ad4bbf52ed59e676d488642ffab4bd.jpg"></div><div class="se-0351e067 " data-slate-type="paragraph" data-slate-object="block" data-key="3503"><span data-slate-object="text" data-key="3504"><span data-slate-leaf="true" data-offset-key="3504:0" data-first-offset="true"><span data-slate-string="true">这样拆分的结果是，原来大的服务端变成了 3 个应用，包括一个 App 端接口应用，一个 PC 端 Web 应用，还有一个核心业务逻辑服务，3 个部分都是独立维护和部署的。</span></span></span></div><div class="se-f9dd27ea " data-slate-type="paragraph" data-slate-object="block" data-key="3505"><span data-slate-object="text" data-key="3506"><span data-slate-leaf="true" data-offset-key="3506:0" data-first-offset="true"><span class="se-1846e27c" data-slate-type="bold" data-slate-object="mark"><span data-slate-string="true">除此之外，架构改造还考虑了移动端自身的特点。</span></span></span></span></div><div class="se-01e425d9 " data-slate-type="paragraph" data-slate-object="block" data-key="3507"><span data-slate-object="text" data-key="3508"><span data-slate-leaf="true" data-offset-key="3508:0" data-first-offset="true"><span data-slate-string="true">一方面，每个移动端接口需要调用对应的后台服务，进行业务逻辑处理，这个是个性化的，每个接口的处理逻辑都不一样；另一方面，每个移动端接口都需要进行系统级的功能处理，比如前面所说的安全验证、接口监控等，这个是共性的，每个接口的处理方式都是一样的。</span></span></span></div><div class="se-eb4aaffd " data-slate-type="paragraph" data-slate-object="block" data-key="3509"><span data-slate-object="text" data-key="3510"><span data-slate-leaf="true" data-offset-key="3510:0" data-first-offset="true"><span data-slate-string="true">那么，在架构上，我们就需要把共性的系统级功能进行集中处理，把个性化的业务功能进行分散处理。</span></span></span></div><div class="se-264480aa " data-slate-type="paragraph" data-slate-object="block" data-key="3511"><span data-slate-object="text" data-key="3512"><span data-slate-leaf="true" data-offset-key="3512:0" data-first-offset="true"><span class="se-d895ce60" data-slate-type="bold" data-slate-object="mark"><span data-slate-string="true">最后，我们结合服务端的应用拆分，以及对移动接口本身的改造，落地了服务端 V3.0 架构。</span></span></span></span></div><div class="se-ff89a67d " data-slate-type="paragraph" data-slate-object="block" data-key="3513"><span data-slate-object="text" data-key="3514"><span data-slate-leaf="true" data-offset-key="3514:0" data-first-offset="true"><span data-slate-string="true">如下图所示：</span></span></span></div><div class="se-313de7a8" data-slate-type="image" data-slate-object="block" data-key="3515"><img class="se-b1bcb266" src="./05 _ 可扩展架构案例（二）：App服务端架构是如何升级的？_files/d0e1b34d0f908391e1253fd1f93689ec.jpg"></div><div class="se-3ed2a375 " data-slate-type="paragraph" data-slate-object="block" data-key="3516"><span data-slate-object="text" data-key="3517"><span data-slate-leaf="true" data-offset-key="3517:0" data-first-offset="true"><span data-slate-string="true">在这里，App 前端会通过</span></span></span><span data-slate-object="text" data-key="3518"><span data-slate-leaf="true" data-offset-key="3518:0" data-first-offset="true"><span class="se-69b8aef3" data-slate-type="bold" data-slate-object="mark"><span data-slate-string="true">移动网关</span></span></span></span><span data-slate-object="text" data-key="3519"><span data-slate-leaf="true" data-offset-key="3519:0" data-first-offset="true"><span data-slate-string="true">来访问服务端接口。这里的网关主要就是负责处理通用的系统级功能，包括通信协议适配、安全、监控、日志等等；网关处理完之后，会通过接口路由模块，转发请求到内部的各个业务服务，比如搜索服务、详情页服务、购物车服务等等。</span></span></span></div><div class="se-c9107798 " data-slate-type="paragraph" data-slate-object="block" data-key="3520"><span data-slate-object="text" data-key="3521"><span data-slate-leaf="true" data-offset-key="3521:0" data-first-offset="true"><span data-slate-string="true">对于 PC 端浏览器来说，它直接访问对应的 Web 应用，如搜索应用、详情页应用等，然后这些应用也是访问同样的内部服务。</span></span></span></div><div class="se-8dd48867" data-slate-type="block-quote" data-slate-object="block" data-key="3522"><div class="se-f61d1104" data-slate-type="quote-line" data-slate-object="block" data-key="3523"><span data-slate-object="text" data-key="3524"><span data-slate-leaf="true" data-offset-key="3524:0" data-first-offset="true"><span data-slate-string="true">这里说明下，当时还没有流行前后端分离，所以 PC 端有对应的 Web 应用，同时负责业务逻辑和 UI 展现。</span></span></span></div></div><div class="se-ae64f8f2 " data-slate-type="paragraph" data-slate-object="block" data-key="3525"><span data-slate-object="text" data-key="3526"><span data-slate-leaf="true" data-offset-key="3526:0" data-first-offset="true"><span data-slate-string="true">现在，你已经了解了 V3.0 版本的整体架构设计，接下来，我们就深入移动网关，去具体了解下它的内部实现机制。</span></span></span></div><h3 class="se-7af9b71c" data-slate-type="heading" data-slate-object="block" data-key="3527"><span data-slate-object="text" data-key="3528"><span data-slate-leaf="true" data-offset-key="3528:0" data-first-offset="true"><span data-slate-string="true">移动网关的内部实现</span></span></span></h3><div class="se-b43dc166 " data-slate-type="paragraph" data-slate-object="block" data-key="3529"><span data-slate-object="text" data-key="3530"><span data-slate-leaf="true" data-offset-key="3530:0" data-first-offset="true"><span data-slate-string="true">在图中，你可以看到，整个移动网关分为三层，自上而下分别是通用层、接口路由层、适配层，接下来我们逐一分析。</span></span></span></div><div class="se-cfb450cd " data-slate-type="paragraph" data-slate-object="block" data-key="3531"><span data-slate-object="text" data-key="3532"><span data-slate-leaf="true" data-offset-key="3532:0" data-first-offset="true"><span class="se-018b1ff8" data-slate-type="bold" data-slate-object="mark"><span data-slate-string="true">通用层</span></span></span></span></div><div class="se-95cc690c " data-slate-type="paragraph" data-slate-object="block" data-key="3533"><span data-slate-object="text" data-key="3534"><span data-slate-leaf="true" data-offset-key="3534:0" data-first-offset="true"><span data-slate-string="true">首先是通用层，它负责所有系统级功能的处理，比如通讯协议适配、安全、监控、日志等等，这些功能统一由网关的通用层进行预处理，避免了各个业务线的重复开发。</span></span></span></div><div class="se-a26b30b4 " data-slate-type="paragraph" data-slate-object="block" data-key="3535"><span data-slate-object="text" data-key="3536"><span data-slate-leaf="true" data-offset-key="3536:0" data-first-offset="true"><span data-slate-string="true">在具体实现时，每个通用功能的处理逻辑都会封装成一个拦截器，这些拦截器遵循统一的接口定义，并且拦截器都是可配置的。当有外部请求过来，网关会依次调用这些拦截器，完成各个系统级功能的处理。</span></span></span></div><div class="se-2d7238f7 " data-slate-type="paragraph" data-slate-object="block" data-key="3537"><span data-slate-object="text" data-key="3538"><span data-slate-leaf="true" data-offset-key="3538:0" data-first-offset="true"><span data-slate-string="true">这个拦截器接口的定义如下：</span></span></span></div><div class="se-0888df0d se-28c4bd33" data-slate-type="pre" data-slate-object="block" data-key="3539"><div class="se-84952507 se-3cf30fd9"><span></span></div><div class="se-035572f1"><div class="se-0f017aa6 se-a928bc0d" data-code-line-number="1"></div></div><div class="se-70d741f3 ps"><div class="se-ab7a90e4 se-4e7cc453" data-slate-type="code-line" data-slate-object="block" data-key="3540"><span data-slate-object="text" data-key="3541"><span data-slate-leaf="true" data-offset-key="3541:0" data-first-offset="true"><span data-slate-string="true">Object filter(Object input)throws Exception</span></span></span></div><div class="ps__rail-x" style="left: 0px; bottom: 0px;"><div class="ps__thumb-x" tabindex="0" style="left: 0px; width: 0px;"></div></div><div class="ps__rail-y" style="top: 0px; right: 0px;"><div class="ps__thumb-y" tabindex="0" style="top: 0px; height: 0px;"></div></div></div></div><div class="se-4d95ec52 " data-slate-type="paragraph" data-slate-object="block" data-key="3542"><span data-slate-object="text" data-key="3543"><span data-slate-leaf="true" data-offset-key="3543:0" data-first-offset="true"><span class="se-0fcffcf7" data-slate-type="bold" data-slate-object="mark"><span data-slate-string="true">接口路由层</span></span></span></span></div><div class="se-e77e182e " data-slate-type="paragraph" data-slate-object="block" data-key="3544"><span data-slate-object="text" data-key="3545"><span data-slate-leaf="true" data-offset-key="3545:0" data-first-offset="true"><span data-slate-string="true">接下来是接口路由层。移动端请求经过通用层的预处理之后，将会进一步分发给后端的业务适配器进行处理。</span></span></span></div><div class="se-c8e020a5 " data-slate-type="paragraph" data-slate-object="block" data-key="3546"><span data-slate-object="text" data-key="3547"><span data-slate-leaf="true" data-offset-key="3547:0" data-first-offset="true"><span data-slate-string="true">我们在配置文件里，对接口请求的 URL 和业务适配器进行映射，接口路由层的分发逻辑就是根据请求中的 URL，在配置文件里找到对应的适配器，然后把请求交给适配器进行后续的处理。</span></span></span></div><div class="se-021a6858 " data-slate-type="paragraph" data-slate-object="block" data-key="3548"><span data-slate-object="text" data-key="3549"><span data-slate-leaf="true" data-offset-key="3549:0" data-first-offset="true"><span data-slate-string="true">配置文件的具体内容如下所示：</span></span></span></div><div class="se-b4cf5627 se-a3376c59" data-slate-type="pre" data-slate-object="block" data-key="3550"><div class="se-4e235c41 se-a5849fad"><span></span></div><div class="se-5104e5dd"><div class="se-31c99402 se-f9d129c0" data-code-line-number="1"></div><div class="se-31c99402 se-f9d129c0" data-code-line-number="2"></div></div><div class="se-5f9143d7 ps"><div class="se-ab7a90e4 se-4e7cc453" data-slate-type="code-line" data-slate-object="block" data-key="3551"><span data-slate-object="text" data-key="3552"><span data-slate-leaf="true" data-offset-key="3552:0" data-first-offset="true"><span data-slate-string="true">www.website.com/search    SearchAdapter</span></span></span></div><div class="se-ab7a90e4 se-4e7cc453" data-slate-type="code-line" data-slate-object="block" data-key="3553"><span data-slate-object="text" data-key="3554"><span data-slate-leaf="true" data-offset-key="3554:0" data-first-offset="true"><span data-slate-string="true">www.website.com/detail    DetailAdapter</span></span></span></div><div class="ps__rail-x" style="left: 0px; bottom: 0px;"><div class="ps__thumb-x" tabindex="0" style="left: 0px; width: 0px;"></div></div><div class="ps__rail-y" style="top: 0px; right: 0px;"><div class="ps__thumb-y" tabindex="0" style="top: 0px; height: 0px;"></div></div></div></div><div class="se-9969c7d1 " data-slate-type="paragraph" data-slate-object="block" data-key="3555"><span data-slate-object="text" data-key="3556"><span data-slate-leaf="true" data-offset-key="3556:0" data-first-offset="true"><span class="se-24b7cd63" data-slate-type="bold" data-slate-object="mark"><span data-slate-string="true">服务适配层</span></span></span></span></div><div class="se-f304fcb6 " data-slate-type="paragraph" data-slate-object="block" data-key="3557"><span data-slate-object="text" data-key="3558"><span data-slate-leaf="true" data-offset-key="3558:0" data-first-offset="true"><span data-slate-string="true">最后是服务适配层。我们知道，外部接口的请求格式，往往和内部服务接口的格式是不一样的。具体到 1 号店当时的情况，外部接口是 HTTP+JSON 格式，内部服务是 Hessian+ 二进制格式。</span></span></span></div><div class="se-4cd40546 " data-slate-type="paragraph" data-slate-object="block" data-key="3559"><span data-slate-object="text" data-key="3560"><span data-slate-leaf="true" data-offset-key="3560:0" data-first-offset="true"><span data-slate-string="true">适配器首先用来解决内外部接口的适配，除此之外，适配器还可以根据需要，对多个内部服务做业务聚合，这样可以对 App 前端提供粗粒度的接口服务，减少远程网络的调用次数。</span></span></span></div><div class="se-f1acc82f " data-slate-type="paragraph" data-slate-object="block" data-key="3561"><span data-slate-object="text" data-key="3562"><span data-slate-leaf="true" data-offset-key="3562:0" data-first-offset="true"><span data-slate-string="true">这些适配器遵循统一的接口定义：</span></span></span></div><div class="se-13ba599b se-d9d709ee" data-slate-type="pre" data-slate-object="block" data-key="3563"><div class="se-e9ddd041 se-0c76b0ac"><span></span></div><div class="se-6db3df57"><div class="se-3ba39835 se-e54547d2" data-code-line-number="1"></div></div><div class="se-5bf7eced ps"><div class="se-ab7a90e4 se-4e7cc453" data-slate-type="code-line" data-slate-object="block" data-key="3564"><span data-slate-object="text" data-key="3565"><span data-slate-leaf="true" data-offset-key="3565:0" data-first-offset="true"><span data-slate-string="true">Object adapter(Object input)throws Exception</span></span></span></div><div class="ps__rail-x" style="left: 0px; bottom: 0px;"><div class="ps__thumb-x" tabindex="0" style="left: 0px; width: 0px;"></div></div><div class="ps__rail-y" style="top: 0px; right: 0px;"><div class="ps__thumb-y" tabindex="0" style="top: 0px; height: 0px;"></div></div></div></div><div class="se-ffc2e0ec " data-slate-type="paragraph" data-slate-object="block" data-key="3566"><span data-slate-object="text" data-key="3567"><span data-slate-leaf="true" data-offset-key="3567:0" data-first-offset="true"><span data-slate-string="true">这些适配器物理上是 Jar 包的形式，由各个业务线研发团队提供，所有的适配器会集中部署在网关，而网关本身可以支持多实例的部署，通过水平扩展的方式提升服务端的处理能力。</span></span></span></div><div class="se-c113535a " data-slate-type="paragraph" data-slate-object="block" data-key="3568"><span data-slate-object="text" data-key="3569"><span data-slate-leaf="true" data-offset-key="3569:0" data-first-offset="true"><span data-slate-string="true">现在，你已经很清楚了 V3.0 架构的实现细节，接下来，我们就深入看下，这次架构升级达到了什么样的实际效果。</span></span></span></div><h3 class="se-bbc58223" data-slate-type="heading" data-slate-object="block" data-key="3570"><span data-slate-object="text" data-key="3571"><span data-slate-leaf="true" data-offset-key="3571:0" data-first-offset="true"><span data-slate-string="true">架构的实际效果</span></span></span></h3><div class="se-af47822d " data-slate-type="paragraph" data-slate-object="block" data-key="3572"><span data-slate-object="text" data-key="3573"><span data-slate-leaf="true" data-offset-key="3573:0" data-first-offset="true"><span class="se-7843b66e" data-slate-type="bold" data-slate-object="mark"><span data-slate-string="true">首先，App 端和 PC 端彻底独立了</span></span></span></span><span data-slate-object="text" data-key="3574"><span data-slate-leaf="true" data-offset-key="3574:0" data-first-offset="true"><span data-slate-string="true">。在上面的图中，我们可以看到，App 前端和 PC 端浏览器是完全对等的，PC 端浏览器有自己的服务端，App 前端也有自己的服务端，在这里，移动网关就充当 App 服务端的角色。</span></span></span></div><div class="se-8a05e7a1 " data-slate-type="paragraph" data-slate-object="block" data-key="3575"><span data-slate-object="text" data-key="3576"><span data-slate-leaf="true" data-offset-key="3576:0" data-first-offset="true"><span data-slate-string="true">在这个架构下，两个服务端都可以针对自身的特点，独立开发，独立部署，无论在逻辑层面还是物理层面都实现了彻底解耦。我们知道，一开始，App 是依附于 PC 端，而现在，它终于可以独立地发展了。</span></span></span></div><div class="se-009110b8 " data-slate-type="paragraph" data-slate-object="block" data-key="3577"><span data-slate-object="text" data-key="3578"><span data-slate-leaf="true" data-offset-key="3578:0" data-first-offset="true"><span class="se-549f5ab6" data-slate-type="bold" data-slate-object="mark"><span data-slate-string="true">其次，通过架构改造，实现了核心业务的复用</span></span></span></span><span data-slate-object="text" data-key="3579"><span data-slate-leaf="true" data-offset-key="3579:0" data-first-offset="true"><span data-slate-string="true">。这里，我们把核心的业务逻辑从 Web 应用中剥离出来，变成了共享的服务。在服务设计时，我们不再区分 PC 端还是移动端，而是从业务本身出发，提供一套通用的接口，同时供 PC 端和移动端调用，从而实现了底层业务逻辑的复用。</span></span></span></div><div class="se-86b3337b " data-slate-type="paragraph" data-slate-object="block" data-key="3580"><span data-slate-object="text" data-key="3581"><span data-slate-leaf="true" data-offset-key="3581:0" data-first-offset="true"><span class="se-adb73c29" data-slate-type="bold" data-slate-object="mark"><span data-slate-string="true">还有，这个架构强化了系统级功能</span></span></span></span><span data-slate-object="text" data-key="3582"><span data-slate-leaf="true" data-offset-key="3582:0" data-first-offset="true"><span data-slate-string="true">。原来通用的系统级功能，由各个团队各自去提供，很多团队要么不提供，要么实现的方式不一样；现在的系统级功能，是由集中式的移动网关统一来提供，我们就可以很方便地强化这些系统级功能。</span></span></span></div><div class="se-02ea5aba " data-slate-type="paragraph" data-slate-object="block" data-key="3583"><span data-slate-object="text" data-key="3584"><span data-slate-leaf="true" data-offset-key="3584:0" data-first-offset="true"><span data-slate-string="true">举个例子，我们可以把通信协议由 HTTP 升级为更安全的 HTTPS，当后端服务有问题时，也可以通过网关进行事先的数据缓存，直接返回给 App 前端。比如说商品的详情数据，就很适合这样的处理。</span></span></span></div><div class="se-601f32bd " data-slate-type="paragraph" data-slate-object="block" data-key="3585"><span data-slate-object="text" data-key="3586"><span data-slate-leaf="true" data-offset-key="3586:0" data-first-offset="true"><span data-slate-string="true">所以，有了移动网关，整个 App 的可用性、稳定性和安全性都得到了大幅度的提升。</span></span></span></div><div class="se-d76ca918 " data-slate-type="paragraph" data-slate-object="block" data-key="3587"><span data-slate-object="text" data-key="3588"><span data-slate-leaf="true" data-offset-key="3588:0" data-first-offset="true"><span class="se-ef1d2521" data-slate-type="bold" data-slate-object="mark"><span data-slate-string="true">最后，团队分工也更明确了</span></span></span></span><span data-slate-object="text" data-key="3589"><span data-slate-leaf="true" data-offset-key="3589:0" data-first-offset="true"><span data-slate-string="true">。在这里，移动团队主要负责移动网关，包括网关本身和各种过滤器的维护，他们可以针对移动端的特点，做各种系统级功能的优化；而业务团队，主要负责各自的业务逻辑，包括适配器和底层服务。移动团队和业务团队通过明确的适配接口进行协作，相互不影响。</span></span></span></div><div class="se-52792523 " data-slate-type="paragraph" data-slate-object="block" data-key="3590"><span data-slate-object="text" data-key="3591"><span data-slate-leaf="true" data-offset-key="3591:0" data-first-offset="true"><span data-slate-string="true">我们可以看到，V3.0 在 V2.0 分布式架构的基础上，通过服务化改造，实现了基础业务的复用；同时，通过移动网关落地系统级功能，实现了系统的平台化改造。</span></span></span></div><div class="se-ee66eec6 " data-slate-type="paragraph" data-slate-object="block" data-key="3592"><span data-slate-object="text" data-key="3593"><span data-slate-leaf="true" data-offset-key="3593:0" data-first-offset="true"><span class="se-ff2f67d1" data-slate-type="bold" data-slate-object="mark"><span data-slate-string="true">总的改造结果就是，解放了业务线，提升了系统的稳定性，使得移动端可以做大做强。</span></span></span></span></div><h2 class="se-d61f66fa" data-slate-type="heading" data-slate-object="block" data-key="3594"><span data-slate-object="text" data-key="3595"><span data-slate-leaf="true" data-offset-key="3595:0" data-first-offset="true"><span data-slate-string="true">总结</span></span></span></h2><div class="se-b05125ae " data-slate-type="paragraph" data-slate-object="block" data-key="3596"><span data-slate-object="text" data-key="3597"><span data-slate-leaf="true" data-offset-key="3597:0" data-first-offset="true"><span data-slate-string="true">今天，我与你分享了 1 号店 App 服务端架构改造的实际例子。在这个例子中，架构经历了单体架构到分布式架构，再到 SOA 架构的变化过程，并且通过移动网关的方式，一定程度上实现了平台化。</span></span></span></div><div class="se-71865da4 " data-slate-type="paragraph" data-slate-object="block" data-key="3598"><span data-slate-object="text" data-key="3599"><span data-slate-leaf="true" data-offset-key="3599:0" data-first-offset="true"><span data-slate-string="true">在这里，你可以清晰地看到，公司每个阶段的业务，都有它不同的特点，我们选择的架构必须能够适配它，</span></span></span><span data-slate-object="text" data-key="3600"><span data-slate-leaf="true" data-offset-key="3600:0" data-first-offset="true"><span class="se-fc41d9fe" data-slate-type="bold" data-slate-object="mark"><span data-slate-string="true">过度设计和设计不足，同样都是有害的。</span></span></span></span></div><div class="se-c9f5d584 " data-slate-type="paragraph" data-slate-object="block" data-key="3601"><span data-slate-object="text" data-key="3602"><span data-slate-leaf="true" data-offset-key="3602:0" data-first-offset="true"><span data-slate-string="true">通过今天的分享，相信你对各种架构的优缺点，以及业务上的适用性有了更进一步的了解。他山之石，可以攻玉。架构的策略和原则是通用的，希望你能够通过实战不断去领会和运用。</span></span></span></div><div class="se-93f4738e " data-slate-type="paragraph" data-slate-object="block" data-key="3603"><span data-slate-object="text" data-key="3604"><span data-slate-leaf="true" data-offset-key="3604:0" data-first-offset="true"><span class="se-eb4e7394" data-slate-type="bold" data-slate-object="mark"><span data-slate-string="true">最后，给你留一道思考题</span></span></span></span><span data-slate-object="text" data-key="3605"><span data-slate-leaf="true" data-offset-key="3605:0" data-first-offset="true"><span data-slate-string="true">：你都做过哪些系统改造，改造前是什么架构，改造后又是什么架构，过程中有哪些挑战呢？</span></span></span></div><div class="se-6c9e10c4 " data-slate-type="paragraph" data-slate-object="block" data-key="3606"><span data-slate-object="text" data-key="3607"><span data-slate-leaf="true" data-offset-key="3607:0" data-first-offset="true"><span data-slate-string="true">欢迎在留言区和我互动，我会第一时间给你反馈。如果觉得有收获，也欢迎你把这篇文章分享给你的朋友。感谢阅读，我们下期再见。</span></span></span></div></div></div> <!----> <!----></div> <div class="_2w-W27j5_0"><div class="O6lROQG3_0"></div> <div class="_1N2pD_iU_0"></div> <div class="D3bjEGOR_0"><div class="_3T3EUmr2_0 ps"><textarea placeholder="将学到的知识总结成笔记，方便日后快速查找及复习" style="height: 240px;"></textarea><div class="ps__rail-x" style="left: 0px; bottom: 0px;"><div class="ps__thumb-x" tabindex="0" style="left: 0px; width: 0px;"></div></div><div class="ps__rail-y" style="top: 0px; right: 0px;"><div 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          </div> <!----></div> <div class="_2Vlfl3UO_0"><div class="_3SZaEKao_0"><img src="" class="_1162B7i7_0"> <div class="_20XltAts_0">GEEKBANG_5336464</div></div> <div class="_1tbWAlsU_0"><textarea placeholder="由作者筛选后的优质留言将会公开显示，欢迎踊跃留言。" rows="16" class="_2KHEOPSr_0"></textarea></div> <div class="_1veVZDxP_0"><div class="_35yjm5PG_0">Ctrl + Enter 发表</div> <div class="Yy13DVC5_0">0/2000字</div> <div class="_3_vpCYgD_0">提交留言</div></div></div> <div class="_3-W_zrq4_0"><h2>精选留言(16)</h2> <ul><li><div class="_2sjJGcOH_0"><img src="./05 _ 可扩展架构案例（二）：App服务端架构是如何升级的？_files/e709be94.jpg" class="_3FLYR4bF_0"> <div class="_36ChpWj4_0"><div class="_2zFoi7sd_0"><span>Din</span> <span class="_3ZqVltck_0">置顶</span></div> <div class="_2_QraFYR_0">老师好！<br>1. 在3.0架构中，网关中的适配层是不是和BFF层职责一样？<br>2. 适配器是 Jar 包的形式，由各个业务线研发团队提供。会不会存在一个聚合服务不能落在某一个业务应用服务中，最终还是需要多一层聚合服务？<br>3. 为什么PC端没有网关层呢？</div> <div class="_10o3OAxT_0"><p class="_3KxQPN3V_0">作者回复: 和BFF类似。<br>业务线团队包括这个业务线端到端的场景，他们负责app过来的接口调用，会在jar包里对服务做聚合。<br>当时前后端没分离，PC端有自己的web应用，在这里可以做很多功能。</p></div> <div class="_3klNVc4Z_0"><div class="_3Hkula0k_0">2020-03-02</div> <div class="_3_7joXrw_0"><!----> <div class="_3r0uuaYZ_0"><i class="iconfont"></i> <span></span></div> <div class="_24fTab90_0"><i class="iconfont"></i> <span class="">1</span></div></div></div></div></div> <!----></li><li><div class="_2sjJGcOH_0"><img src="./05 _ 可扩展架构案例（二）：App服务端架构是如何升级的？_files/7024431c.jpg" class="_3FLYR4bF_0"> <div class="_36ChpWj4_0"><div class="_2zFoi7sd_0"><span>探索无止境</span> <span class="_3ZqVltck_0">置顶</span></div> <div class="_2_QraFYR_0">老师您好，在V3.0架构中，通用层里面的协议适配，安全，日志，监控这几块具体做什么，怎么落地，能否提供一个推荐的方案？</div> <div class="_10o3OAxT_0"><p class="_3KxQPN3V_0">作者回复: 安全比如对进来的请求进行签名校验，请求和响应里有sign字段，确保它的值和其他业务请求参数匹配。<br>日志比如在网关里记录request/response到ELK。<br>监控比如用APM工具跟踪请求，这里作为链路监控的开始。<br>协议适配比如对外输出时，使用protobuf提高传输效率。<br>这些功能和业务无关，并且相互独立的，非常合适作为拦截器实现，比如spring cloud 的zuul网关可以提供很好的落地。</p></div> <div class="_3klNVc4Z_0"><div class="_3Hkula0k_0">2020-03-02</div> <div class="_3_7joXrw_0"><!----> <div class="_3r0uuaYZ_0"><i class="iconfont"></i> <span></span></div> <div class="_24fTab90_0"><i class="iconfont"></i> <span class="">1</span></div></div></div></div></div> <!----></li><li><div class="_2sjJGcOH_0"><img src="./05 _ 可扩展架构案例（二）：App服务端架构是如何升级的？_files/673f4268.jpg" class="_3FLYR4bF_0"> <div class="_36ChpWj4_0"><div class="_2zFoi7sd_0"><span>小杰</span> <span class="_3ZqVltck_0">置顶</span></div> <div class="_2_QraFYR_0">老师，能对网关那块做详细讲解么，我是后端业务开发，提供dubbo接口给api网关层。从代码级别我知道controller在api那面实现，其余的理解很少了，希望老师从整体点播下</div> <div class="_10o3OAxT_0"><p class="_3KxQPN3V_0">作者回复: 网关本质是一个web应用。<br>1. 网关先根据配置的拦截器，调用它们的filter接口挨个处理，如果有严重错误，就直接返回前端异常。<br>2. 处理完后，根据请求的URL找到对应的适配器，调用适配器的adapter方法，传入请求参数。<br>3. 从服务的调用角度看，adapter就是服务的调用方，它把用户的参数封装成服务的调用参数，然后调用服务，解析返回信息，构建前端需要的响应，交给网关返回。</p></div> <div class="_3klNVc4Z_0"><div class="_3Hkula0k_0">2020-03-09</div> <div class="_3_7joXrw_0"><!----> <div class="_3r0uuaYZ_0"><i class="iconfont"></i> <span></span></div> <div class="_24fTab90_0"><i class="iconfont"></i> <span class=""></span></div></div></div></div></div> <!----></li><li><div class="_2sjJGcOH_0"><img src="./05 _ 可扩展架构案例（二）：App服务端架构是如何升级的？_files/11f21cb4.jpg" class="_3FLYR4bF_0"> <div class="_36ChpWj4_0"><div class="_2zFoi7sd_0"><span>川杰</span> <span class="_3ZqVltck_0">置顶</span></div> <div class="_2_QraFYR_0">老师，问个小问题：为什么您在画图的时候，要把 无线接口 和 WEB 分开，他们在细节上有什么区别吗？我理解都是一个webApi啊？</div> <div class="_10o3OAxT_0"><p class="_3KxQPN3V_0">作者回复: 当时web端还没有前后端分离，web端还负责页面渲染，它给浏览器返回的是数据和html内容。</p></div> <div class="_3klNVc4Z_0"><div class="_3Hkula0k_0">2020-03-02</div> <div class="_3_7joXrw_0"><!----> <div class="_3r0uuaYZ_0"><i class="iconfont"></i> <span></span></div> <div class="_24fTab90_0"><i class="iconfont"></i> <span class=""></span></div></div></div></div></div> <!----></li><li><div class="_2sjJGcOH_0"><img src="./05 _ 可扩展架构案例（二）：App服务端架构是如何升级的？_files/132" class="_3FLYR4bF_0"> <div class="_36ChpWj4_0"><div class="_2zFoi7sd_0"><span>虚竹</span> <span class="_3ZqVltck_0">置顶</span></div> <div class="_2_QraFYR_0">老师好，今天的课程讲的非常好，帮我理清了脉络，感谢，我是一名一线的业务开发人员，目前我们这边类似老师讲的V3.0架构，请教下，<br>1.如果进一步发展，web端使用前后端分离了，跟APP端一样http+json，那对于各业务线来说，是又从3个服务变成1个服务了吗？（当然1个业务服务内部可能是有很多业务侧微服务组成的）<br>2.业务线提供的api，除了给网关使用（外），还有供其他业务线调用的（内），以及前后端分离后自己的前端APi（自己），每部分会有各自的适配逻辑，但也都共享底层业务逻辑，在实际架构中，这部分不同的api<br>是放在同一个服务中通过包或类区分还是拆分为几个服务更合适？<br>3.进一步的发展应该就是微服务，中台了，老师还会继续实际演化的实例的吧？非常期待~</div> <div class="_10o3OAxT_0"><p class="_3KxQPN3V_0">作者回复: 1.如果进一步发展，web端使用前后端分离了，跟APP端一样http+json，那对于各业务线来说，是又从3个服务变成1个服务了吗？（当然1个业务服务内部可能是有很多业务侧微服务组成的）<br><br>如果象现在流行的前后端分离，那么无论是app，浏览器还是小程序都通过网关访问服务端，由网关统一路由到背后的服务。<br>2.业务线提供的api，除了给网关使用（外），还有供其他业务线调用的（内），以及前后端分离后自己的前端APi（自己），每部分会有各自的适配逻辑，但也都共享底层业务逻辑，在实际架构中，这部分不同的api<br>是放在同一个服务中通过包或类区分还是拆分为几个服务更合适？<br>这部分api是定制的，经常变，本质上不是服务，是应用，当然你也可以认为应用服务，这部分要分开。<br><br>3.进一步的发展应该就是微服务，中台了，老师还会继续实际演化的实例的吧？非常期待~<br>后面会有深入介绍。</p></div> <div class="_3klNVc4Z_0"><div class="_3Hkula0k_0">2020-03-02</div> <div class="_3_7joXrw_0"><!----> <div class="_3r0uuaYZ_0"><i class="iconfont"></i> <span>2</span></div> <div class="_24fTab90_0"><i class="iconfont"></i> <span class=""></span></div></div></div></div></div> <!----></li><li><div class="_2sjJGcOH_0"><img src="./05 _ 可扩展架构案例（二）：App服务端架构是如何升级的？_files/e154de2e.jpg" class="_3FLYR4bF_0"> <div class="_36ChpWj4_0"><div class="_2zFoi7sd_0"><span>250ZH</span> <!----></div> <div class="_2_QraFYR_0">V3.0架构中，APP和PC使用的所有接口都是不同的吗？</div> <!----> <div class="_3klNVc4Z_0"><div class="_3Hkula0k_0">2020-03-20</div> <div class="_3_7joXrw_0"><!----> <div class="_3r0uuaYZ_0"><i class="iconfont"></i> <span></span></div> <div class="_24fTab90_0"><i class="iconfont"></i> <span class=""></span></div></div></div></div></div> <!----></li><li><div class="_2sjJGcOH_0"><img src="./05 _ 可扩展架构案例（二）：App服务端架构是如何升级的？_files/30201f1a.jpg" class="_3FLYR4bF_0"> <div class="_36ChpWj4_0"><div class="_2zFoi7sd_0"><span>Geek_kevin</span> <!----></div> <div class="_2_QraFYR_0">我们现在app的架构遇到了一个问题，整个公司有多个分公司，共享一个app,当我们给其中一个分公司开发一个子模块的时候，app会重新打包上线，然后其他分公司的用户就会有投诉，投诉说app有更新，但是更新之后，没有发现系统有任何变化(其实更新是针对另外一个分公司的)，还有一个问题就是各个分公司子模块越来越多，app的安装包越来越大， 考虑拆分多个app,但是公司管理层只希望整个集团只有一个app.</div> <!----> <div class="_3klNVc4Z_0"><div class="_3Hkula0k_0">2020-03-20</div> <div class="_3_7joXrw_0"><!----> <div class="_3r0uuaYZ_0"><i class="iconfont"></i> <span></span></div> <div class="_24fTab90_0"><i class="iconfont"></i> <span class=""></span></div></div></div></div></div> <!----></li><li><div class="_2sjJGcOH_0"><img src="./05 _ 可扩展架构案例（二）：App服务端架构是如何升级的？_files/ea49b29d.jpg" class="_3FLYR4bF_0"> <div class="_36ChpWj4_0"><div class="_2zFoi7sd_0"><span>小洛</span> <!----></div> <div class="_2_QraFYR_0">请教下老师网关数据缓存的设计以及如何保证一致性</div> <div class="_10o3OAxT_0"><p class="_3KxQPN3V_0">作者回复: 主要是针对一些静态数据，比如商品详情数据，根据url和商品详情内容缓存，url会自带商品ID。<br><br>这里的缓存主要是提供可用性，在商品详情服务有问题的情况下，仍旧可以给前端接口提供返回，一致性不是重点。</p></div> <div class="_3klNVc4Z_0"><div class="_3Hkula0k_0">2020-03-15</div> <div class="_3_7joXrw_0"><!----> <div class="_3r0uuaYZ_0"><i class="iconfont"></i> <span></span></div> <div class="_24fTab90_0"><i class="iconfont"></i> <span class=""></span></div></div></div></div></div> <!----></li><li><div class="_2sjJGcOH_0"><img src="./05 _ 可扩展架构案例（二）：App服务端架构是如何升级的？_files/36676a49.jpg" class="_3FLYR4bF_0"> <div class="_36ChpWj4_0"><div class="_2zFoi7sd_0"><span>HW</span> <!----></div> <div class="_2_QraFYR_0">老师您好，在讲解中讲到有些通用服务（协议适配，安全，日志，监控）可以放在无线网关中。那如果在内部服务中，还有其他可以抽取的公共服务，但又不能放到无线网关中时，这时是不是在内部服务中还需要抽取一个“公共服务”？或者还有什么其他处理方法呢？</div> <div class="_10o3OAxT_0"><p class="_3KxQPN3V_0">作者回复: 订单，库存，用户这些都可以抽取出来作为基础业务服务</p></div> <div class="_3klNVc4Z_0"><div class="_3Hkula0k_0">2020-03-07</div> <div class="_3_7joXrw_0"><!----> <div class="_3r0uuaYZ_0"><i class="iconfont"></i> <span></span></div> <div class="_24fTab90_0"><i class="iconfont"></i> <span class=""></span></div></div></div></div></div> <!----></li><li><div class="_2sjJGcOH_0"><img src="./05 _ 可扩展架构案例（二）：App服务端架构是如何升级的？_files/6d29d96f.jpg" class="_3FLYR4bF_0"> <div class="_36ChpWj4_0"><div class="_2zFoi7sd_0"><span>dowannado</span> <!----></div> <div class="_2_QraFYR_0">20200307 单体 soa 服务化 平台化</div> <!----> <div class="_3klNVc4Z_0"><div class="_3Hkula0k_0">2020-03-07</div> <div class="_3_7joXrw_0"><!----> <div class="_3r0uuaYZ_0"><i class="iconfont"></i> <span></span></div> <div class="_24fTab90_0"><i class="iconfont"></i> <span class=""></span></div></div></div></div></div> <!----></li><li><div class="_2sjJGcOH_0"><img src="./05 _ 可扩展架构案例（二）：App服务端架构是如何升级的？_files/4827557b.jpg" class="_3FLYR4bF_0"> <div class="_36ChpWj4_0"><div class="_2zFoi7sd_0"><span>睡不着的史先生</span> <!----></div> <div class="_2_QraFYR_0">老师，前后端分离以后，没有了UI的这些后端就不叫应用了吗？那UI算什么?</div> <div class="_10o3OAxT_0"><p class="_3KxQPN3V_0">作者回复: 前后端分离后，ui是应用，服务端也是应用。ui是应用这个我们不用强调它，大家都知道。我们强调服务端是个应用，而不是服务，虽然它也是提供接口给前端。</p></div> <div class="_3klNVc4Z_0"><div class="_3Hkula0k_0">2020-03-03</div> <div class="_3_7joXrw_0"><!----> <div class="_3r0uuaYZ_0"><i class="iconfont"></i> <span></span></div> <div class="_24fTab90_0"><i class="iconfont"></i> <span class=""></span></div></div></div></div></div> <!----></li><li><div class="_2sjJGcOH_0"><img src="./05 _ 可扩展架构案例（二）：App服务端架构是如何升级的？_files/0207f153.jpg" class="_3FLYR4bF_0"> <div class="_36ChpWj4_0"><div class="_2zFoi7sd_0"><span>Jeff.Smile</span> <!----></div> <div class="_2_QraFYR_0">老师，假如网关中需要处理这样一个逻辑，即后端有三个远程模块A,B,C，优先级分别是A大于B大于C.即如果A模块有结果就返回A的结果给调用者，否则返回B的结果，如果A,B都无结果才返回C的结果。做法①:如果每次都进行三次请求，根据优先级进行筛选。做法②:先请求A,根据结果判断是否要再请求B,类似，根据B结果判断是否需要再请求C.<br>这两种做法，一个是并行，一个是串行。但是都有可能存在延时的风险，请问老师怎么做可以提高这个逻辑的处理性能？</div> <div class="_10o3OAxT_0"><p class="_3KxQPN3V_0">作者回复: 多个地方可能会返回结果，这种情况很少见，要优化性能，首先最好是在远端直接确定结果。不然纯粹从性能角度，选择做法1，算法细节可以优化下。</p></div> <div class="_3klNVc4Z_0"><div class="_3Hkula0k_0">2020-03-03</div> <div class="_3_7joXrw_0"><!----> <div class="_3r0uuaYZ_0"><i class="iconfont"></i> <span></span></div> <div class="_24fTab90_0"><i class="iconfont"></i> <span class=""></span></div></div></div></div></div> <!----></li><li><div class="_2sjJGcOH_0"><img src="./05 _ 可扩展架构案例（二）：App服务端架构是如何升级的？_files/092acd6a.jpg" class="_3FLYR4bF_0"> <div class="_36ChpWj4_0"><div class="_2zFoi7sd_0"><span>孙同学</span> <!----></div> <div class="_2_QraFYR_0">https://www.processon.com/view/link/5e51378ce4b0c037b5f9d1e3 再次更新，接触的项目还没有进行架构的更新，只是在不断的迭代新功能。看了本文app架构迭代，感觉主要是将核心功能剥离出来，然后app端和web端分别基于此进行接口开发，有个疑惑，上层接口代码是不是不直接操作任何数据库，都是通过soa接口进行的？</div> <!----> <div class="_3klNVc4Z_0"><div class="_3Hkula0k_0">2020-03-03</div> <div class="_3_7joXrw_0"><!----> <div class="_3r0uuaYZ_0"><i class="iconfont"></i> <span></span></div> <div class="_24fTab90_0"><i class="iconfont"></i> <span class=""></span></div></div></div></div></div> <!----></li><li><div class="_2sjJGcOH_0"><img src="./05 _ 可扩展架构案例（二）：App服务端架构是如何升级的？_files/875d892d.jpg" class="_3FLYR4bF_0"> <div class="_36ChpWj4_0"><div class="_2zFoi7sd_0"><span>阿男</span> <!----></div> <div class="_2_QraFYR_0">老师您好，关于通用网关部分承担太多的功能职责，会不会在高并发情况下存在性能瓶颈？会不会考虑对网关做集群和负载处理？</div> <div class="_10o3OAxT_0"><p class="_3KxQPN3V_0">作者回复: 网关是无状态的，可以支持集群处理</p></div> <div class="_3klNVc4Z_0"><div class="_3Hkula0k_0">2020-03-02</div> <div class="_3_7joXrw_0"><!----> <div class="_3r0uuaYZ_0"><i class="iconfont"></i> <span></span></div> <div class="_24fTab90_0"><i class="iconfont"></i> <span class=""></span></div></div></div></div></div> <!----></li><li><div class="_2sjJGcOH_0"><img src="./05 _ 可扩展架构案例（二）：App服务端架构是如何升级的？_files/083a3a0b.jpg" class="_3FLYR4bF_0"> <div class="_36ChpWj4_0"><div class="_2zFoi7sd_0"><span>新世界</span> <!----></div> <div class="_2_QraFYR_0">无线接口是啥意思</div> <div class="_10o3OAxT_0"><p class="_3KxQPN3V_0">作者回复: 给移动端提供的接口</p></div> <div class="_3klNVc4Z_0"><div class="_3Hkula0k_0">2020-03-02</div> <div class="_3_7joXrw_0"><!----> <div class="_3r0uuaYZ_0"><i class="iconfont"></i> <span></span></div> <div class="_24fTab90_0"><i class="iconfont"></i> <span class=""></span></div></div></div></div></div> <!----></li><li><div class="_2sjJGcOH_0"><img src="./05 _ 可扩展架构案例（二）：App服务端架构是如何升级的？_files/a8a37ddb.jpg" class="_3FLYR4bF_0"> <div class="_36ChpWj4_0"><div class="_2zFoi7sd_0"><span>Frank</span> <!----></div> <div class="_2_QraFYR_0">PC端不需要通用，路由，适配层吗？</div> <div class="_10o3OAxT_0"><p class="_3KxQPN3V_0">作者回复: PC端已经很成熟，有自己的web应用，在应用里实现所需要的逻辑即可。</p></div> <div class="_3klNVc4Z_0"><div class="_3Hkula0k_0">2020-03-02</div> <div class="_3_7joXrw_0"><!----> <div class="_3r0uuaYZ_0"><i class="iconfont"></i> <span></span></div> <div class="_24fTab90_0"><i class="iconfont"></i> <span class=""></span></div></div></div></div></div> <!----></li></ul> <div class="_1DRwKyCv_0">
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